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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 184464  51.917%  (99.586% of non-spam corpus)
# Correctly spam:     135492  38.134%  (79.667% of spam corpus)
# False positives:       766  0.216%  (0.414% of nonspam,  42136 weighted)
# False negatives:     34581  9.733%  (20.333% of spam,  77027 weighted)
# Average score for spam:  10.1    nonspam: -0.1
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              355303  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23146  99.57%
# Correctly spam:      17110  79.90%
# False positives:        99  0.43%
# False negatives:      4305  20.10%
# TCR(l=50): 2.313884  SpamRecall: 79.897%  SpamPrec: 99.425%

##### 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: 184826  99.78%
# Correctly spam:      99450  58.47%
# False positives:       404  0.22%
# False negatives:     70623  41.53%
# TCR(l=50): 1.872576  SpamRecall: 58.475%  SpamPrec: 99.595%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23190  99.76%
# Correctly spam:      12544  58.58%
# False positives:        55  0.24%
# False negatives:      8871  41.42%
# TCR(l=50): 1.842785  SpamRecall: 58.576%  SpamPrec: 99.563%