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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 238407  19.241%  (96.316% of non-spam corpus)
# Correctly spam:     703693  56.793%  (70.971% of spam corpus)
# False positives:      9118  0.736%  (3.684% of nonspam, 1070115 weighted)
# False negatives:    287827  23.230%  (29.029% of spam, 975758 weighted)
# Average score for spam:  7.2    nonspam: 1.2
# Average for false-pos:   5.9  false-neg: 3.4
# TOTAL:              1239045  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29699  96.17%
# Correctly spam:      88000  71.12%
# False positives:      1183  3.83%
# False negatives:     35730  28.88%
# TCR(l=50): 1.304068  SpamRecall: 71.123%  SpamPrec: 98.674%

##### 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: 238221  96.24%
# Correctly spam:     246715  24.88%
# False positives:      9304  3.76%
# False negatives:    744805  75.12%
# TCR(l=50): 0.819435  SpamRecall: 24.883%  SpamPrec: 96.366%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29712  96.21%
# Correctly spam:      30904  24.98%
# False positives:      1170  3.79%
# False negatives:     92826  75.02%
# TCR(l=50): 0.817639  SpamRecall: 24.977%  SpamPrec: 96.352%