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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173762  34.043%  (94.492% of non-spam corpus)
# Correctly spam:     187349  36.705%  (57.376% of spam corpus)
# False positives:     10129  1.984%  (5.508% of nonspam, 548525 weighted)
# False negatives:    139177  27.267%  (42.624% of spam, 234808 weighted)
# Average score for spam:  13.9    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 1.7
# TOTAL:              510417  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21844  94.58%
# Correctly spam:      23272  57.18%
# False positives:      1253  5.42%
# False negatives:     17424  42.82%
# TCR(l=50): 0.508230  SpamRecall: 57.185%  SpamPrec: 94.891%

##### 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: 174187  94.72%
# Correctly spam:     142243  43.56%
# False positives:      9704  5.28%
# False negatives:    184283  56.44%
# TCR(l=50): 0.487729  SpamRecall: 43.563%  SpamPrec: 93.614%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21905  94.84%
# Correctly spam:      17652  43.38%
# False positives:      1192  5.16%
# False negatives:     23044  56.62%
# TCR(l=50): 0.492425  SpamRecall: 43.375%  SpamPrec: 93.674%