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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150166  20.791%  (99.243% of non-spam corpus)
# Correctly spam:     454431  62.918%  (79.593% of spam corpus)
# False positives:      1146  0.159%  (0.757% of nonspam, 277958 weighted)
# False negatives:    116512  16.132%  (20.407% of spam, 220253 weighted)
# Average score for spam:  14.8    nonspam: -0.5
# Average for false-pos:   6.4  false-neg: 1.9
# TOTAL:              722255  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18838  99.12%
# Correctly spam:      56585  79.41%
# False positives:       168  0.88%
# False negatives:     14670  20.59%
# TCR(l=50): 3.088643  SpamRecall: 79.412%  SpamPrec: 99.704%

##### 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: 150900  99.73%
# Correctly spam:     354607  62.11%
# False positives:       412  0.27%
# False negatives:    216336  37.89%
# TCR(l=50): 2.409693  SpamRecall: 62.109%  SpamPrec: 99.884%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18951  99.71%
# Correctly spam:      44202  62.03%
# False positives:        55  0.29%
# False negatives:     27053  37.97%
# TCR(l=50): 2.390867  SpamRecall: 62.034%  SpamPrec: 99.876%