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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 890674  38.816%  (98.026% of non-spam corpus)
# Correctly spam:     865229  37.707%  (62.426% of spam corpus)
# False positives:     17939  0.782%  (1.974% of nonspam, 1890277 weighted)
# False negatives:    520779  22.696%  (37.574% of spam, 1701845 weighted)
# Average score for spam:  8.6    nonspam: -1.8
# Average for false-pos:   6.9  false-neg: 3.3
# TOTAL:              2294621  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 111165  98.03%
# Correctly spam:     108278  62.50%
# False positives:      2236  1.97%
# False negatives:     64953  37.50%
# TCR(l=50): 0.980074  SpamRecall: 62.505%  SpamPrec: 97.977%

##### 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: 904201  99.51%
# Correctly spam:     609585  43.98%
# False positives:      4412  0.49%
# False negatives:    776423  56.02%
# TCR(l=50): 1.390146  SpamRecall: 43.981%  SpamPrec: 99.281%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 112813  99.48%
# Correctly spam:      76301  44.05%
# False positives:       588  0.52%
# False negatives:     96930  55.95%
# TCR(l=50): 1.371258  SpamRecall: 44.046%  SpamPrec: 99.235%