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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 620628  52.943%  (99.831% of non-spam corpus)
# Correctly spam:     491123  41.895%  (89.201% of spam corpus)
# False positives:      1051  0.090%  (0.169% of nonspam,  57950 weighted)
# False negatives:     59460  5.072%  (10.799% of spam, 109235 weighted)
# Average score for spam:  15.9    nonspam: -2.6
# Average for false-pos:   6.2  false-neg: 1.8
# TOTAL:              1172262  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  77496  99.83%
# Correctly spam:      61473  89.35%
# False positives:       130  0.17%
# False negatives:      7331  10.65%
# TCR(l=50): 4.974622  SpamRecall: 89.345%  SpamPrec: 99.789%

##### 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: 619731  99.69%
# Correctly spam:     364444  66.19%
# False positives:      1948  0.31%
# False negatives:    186139  33.81%
# TCR(l=50): 1.941825  SpamRecall: 66.192%  SpamPrec: 99.468%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  77392  99.70%
# Correctly spam:      45573  66.24%
# False positives:       234  0.30%
# False negatives:     23231  33.76%
# TCR(l=50): 1.969712  SpamRecall: 66.236%  SpamPrec: 99.489%