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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 351860  48.548%  (99.714% of non-spam corpus)
# Correctly spam:     297759  41.084%  (80.066% of spam corpus)
# False positives:      1009  0.139%  (0.286% of nonspam,  32385 weighted)
# False negatives:     74135  10.229%  (19.934% of spam, 107433 weighted)
# Average score for spam:  10.7    nonspam: 0.5
# Average for false-pos:   6.1  false-neg: 1.4
# TOTAL:              724763  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43875  99.75%
# Correctly spam:      36465  78.76%
# False positives:       110  0.25%
# False negatives:      9835  21.24%
# TCR(l=50): 3.019237  SpamRecall: 78.758%  SpamPrec: 99.699%

##### 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: 345127  97.81%
# Correctly spam:     254086  68.32%
# False positives:      7742  2.19%
# False negatives:    117808  31.68%
# TCR(l=50): 0.736558  SpamRecall: 68.322%  SpamPrec: 97.043%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43029  97.83%
# Correctly spam:      31730  68.53%
# False positives:       956  2.17%
# False negatives:     14570  31.47%
# TCR(l=50): 0.742344  SpamRecall: 68.531%  SpamPrec: 97.075%