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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 127648  22.250%  (99.575% of non-spam corpus)
# Correctly spam:     302382  52.707%  (67.873% of spam corpus)
# False positives:       545  0.095%  (0.425% of nonspam, 116334 weighted)
# False negatives:    143128  24.948%  (32.127% of spam, 357727 weighted)
# Average score for spam:  14.3    nonspam: -0.3
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              573703  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16051  99.65%
# Correctly spam:      37708  67.89%
# False positives:        57  0.35%
# False negatives:     17836  32.11%
# TCR(l=50): 2.685101  SpamRecall: 67.889%  SpamPrec: 99.849%

##### 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: 127965  99.82%
# Correctly spam:     223552  50.18%
# False positives:       228  0.18%
# False negatives:    221958  49.82%
# TCR(l=50): 1.909127  SpamRecall: 50.179%  SpamPrec: 99.898%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16088  99.88%
# Correctly spam:      27837  50.12%
# False positives:        20  0.12%
# False negatives:     27707  49.88%
# TCR(l=50): 1.934859  SpamRecall: 50.117%  SpamPrec: 99.928%