##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 159111  68.524%  (99.462% of non-spam corpus)
# Correctly spam:      49937  21.506%  (69.138% of spam corpus)
# False positives:       860  0.370%  (0.538% of nonspam,  30891 weighted)
# False negatives:     22291  9.600%  (30.862% of spam,  39937 weighted)
# Average score for spam:  10.9    nonspam: -0.1
# Average for false-pos:   8.0  false-neg: 1.8
# TOTAL:              232199  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20042  99.45%
# Correctly spam:       6285  69.01%
# False positives:       111  0.55%
# False negatives:      2822  30.99%
# TCR(l=50): 1.087793  SpamRecall: 69.013%  SpamPrec: 98.265%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 159132  99.48%
# Correctly spam:      41523  57.49%
# False positives:       839  0.52%
# False negatives:     30705  42.51%
# TCR(l=50): 0.994123  SpamRecall: 57.489%  SpamPrec: 98.019%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20061  99.54%
# Correctly spam:       5241  57.55%
# False positives:        92  0.46%
# False negatives:      3866  42.45%
# TCR(l=50): 1.075715  SpamRecall: 57.549%  SpamPrec: 98.275%
