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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 128916  15.085%  (99.611% of non-spam corpus)
# Correctly spam:     426765  49.937%  (58.848% of spam corpus)
# False positives:       504  0.059%  (0.389% of nonspam, 178580 weighted)
# False negatives:    298430  34.920%  (41.152% of spam, 853506 weighted)
# Average score for spam:  6.4    nonspam: -0.2
# Average for false-pos:   6.3  false-neg: 2.9
# TOTAL:              854615  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16190  99.62%
# Correctly spam:      53377  59.04%
# False positives:        62  0.38%
# False negatives:     37028  40.96%
# TCR(l=50): 2.252916  SpamRecall: 59.042%  SpamPrec: 99.884%

##### 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: 129182  99.82%
# Correctly spam:     419590  57.86%
# False positives:       238  0.18%
# False negatives:    305605  42.14%
# TCR(l=50): 2.284043  SpamRecall: 57.859%  SpamPrec: 99.943%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16227  99.85%
# Correctly spam:      52541  58.12%
# False positives:        25  0.15%
# False negatives:     37864  41.88%
# TCR(l=50): 2.311321  SpamRecall: 58.117%  SpamPrec: 99.952%