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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 289890  33.011%  (99.561% of non-spam corpus)
# Correctly spam:     509540  58.024%  (86.806% of spam corpus)
# False positives:      1277  0.145%  (0.439% of nonspam, 199962 weighted)
# False negatives:     77447  8.819%  (13.194% of spam, 207300 weighted)
# Average score for spam:  15.2    nonspam: -2.4
# Average for false-pos:   7.8  false-neg: 2.7
# TOTAL:              878154  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36206  99.55%
# Correctly spam:      63538  86.74%
# False positives:       163  0.45%
# False negatives:      9713  13.26%
# TCR(l=50): 4.100711  SpamRecall: 86.740%  SpamPrec: 99.744%

##### 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: 290777  99.87%
# Correctly spam:     384482  65.50%
# False positives:       390  0.13%
# False negatives:    202505  34.50%
# TCR(l=50): 2.644026  SpamRecall: 65.501%  SpamPrec: 99.899%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36323  99.87%
# Correctly spam:      47956  65.47%
# False positives:        46  0.13%
# False negatives:     25295  34.53%
# TCR(l=50): 2.654503  SpamRecall: 65.468%  SpamPrec: 99.904%