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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 112742  9.344%  (99.479% of non-spam corpus)
# Correctly spam:     1044393  86.556%  (95.529% of spam corpus)
# False positives:       590  0.049%  (0.521% of nonspam, 499658 weighted)
# False negatives:     48885  4.051%  (4.471% of spam, 115294 weighted)
# Average score for spam:  13.2    nonspam: -0.4
# Average for false-pos:   8.8  false-neg: 2.4
# TOTAL:              1206610  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14242  99.44%
# Correctly spam:     130273  95.51%
# False positives:        80  0.56%
# False negatives:      6131  4.49%
# TCR(l=50): 13.464021  SpamRecall: 95.505%  SpamPrec: 99.939%

##### 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: 111048  97.98%
# Correctly spam:     687823  62.91%
# False positives:      2284  2.02%
# False negatives:    405455  37.09%
# TCR(l=50): 2.103854  SpamRecall: 62.914%  SpamPrec: 99.669%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14034  97.99%
# Correctly spam:      85791  62.89%
# False positives:       288  2.01%
# False negatives:     50613  37.11%
# TCR(l=50): 2.098103  SpamRecall: 62.895%  SpamPrec: 99.665%