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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164437  11.894%  (94.921% of non-spam corpus)
# Correctly spam:     1114106  80.584%  (92.128% of spam corpus)
# False positives:      8798  0.636%  (5.079% of nonspam, 1902098 weighted)
# False negatives:     95199  6.886%  (7.872% of spam, 273030 weighted)
# Average score for spam:  10.0    nonspam: 1.1
# Average for false-pos:   6.2  false-neg: 2.9
# TOTAL:              1382540  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20608  94.66%
# Correctly spam:     139154  92.12%
# False positives:      1163  5.34%
# False negatives:     11908  7.88%
# TCR(l=50): 2.156242  SpamRecall: 92.117%  SpamPrec: 99.171%

##### 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: 165050  95.28%
# Correctly spam:      89485  7.40%
# False positives:      8185  4.72%
# False negatives:    1119820  92.60%
# TCR(l=50): 0.790876  SpamRecall: 7.400%  SpamPrec: 91.620%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20681  94.99%
# Correctly spam:      11245  7.44%
# False positives:      1090  5.01%
# False negatives:    139817  92.56%
# TCR(l=50): 0.777400  SpamRecall: 7.444%  SpamPrec: 91.163%