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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147399  26.649%  (99.317% of non-spam corpus)
# Correctly spam:     389008  70.330%  (96.120% of spam corpus)
# False positives:      1013  0.183%  (0.683% of nonspam, 173582 weighted)
# False negatives:     15702  2.839%  (3.880% of spam,  39064 weighted)
# Average score for spam:  28.4    nonspam: -0.8
# Average for false-pos:   6.3  false-neg: 2.5
# TOTAL:              553122  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18478  99.22%
# Correctly spam:      48499  96.08%
# False positives:       146  0.78%
# False negatives:      1979  3.92%
# TCR(l=50): 5.440026  SpamRecall: 96.079%  SpamPrec: 99.700%

##### 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: 147990  99.72%
# Correctly spam:     380732  94.08%
# False positives:       422  0.28%
# False negatives:     23978  5.92%
# TCR(l=50): 8.977994  SpamRecall: 94.075%  SpamPrec: 99.889%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18569  99.70%
# Correctly spam:      47470  94.04%
# False positives:        55  0.30%
# False negatives:      3008  5.96%
# TCR(l=50): 8.766586  SpamRecall: 94.041%  SpamPrec: 99.884%