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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150570  37.579%  (99.562% of non-spam corpus)
# Correctly spam:     145523  36.319%  (58.338% of spam corpus)
# False positives:       662  0.165%  (0.438% of nonspam,  74656 weighted)
# False negatives:    103924  25.937%  (41.662% of spam, 288629 weighted)
# Average score for spam:  8.6    nonspam: -0.2
# Average for false-pos:   6.8  false-neg: 2.8
# TOTAL:              400679  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18907  99.52%
# Correctly spam:      18284  58.76%
# False positives:        91  0.48%
# False negatives:     12832  41.24%
# TCR(l=50): 1.790128  SpamRecall: 58.761%  SpamPrec: 99.505%

##### 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: 150781  99.70%
# Correctly spam:      85948  34.46%
# False positives:       451  0.30%
# False negatives:    163499  65.54%
# TCR(l=50): 1.340760  SpamRecall: 34.455%  SpamPrec: 99.478%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18941  99.70%
# Correctly spam:      10809  34.74%
# False positives:        57  0.30%
# False negatives:     20307  65.26%
# TCR(l=50): 1.343697  SpamRecall: 34.738%  SpamPrec: 99.475%