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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176469  31.325%  (99.247% of non-spam corpus)
# Correctly spam:     300368  53.319%  (77.909% of spam corpus)
# False positives:      1339  0.238%  (0.753% of nonspam, 184168 weighted)
# False negatives:     85167  15.118%  (22.091% of spam, 267917 weighted)
# Average score for spam:  8.2    nonspam: -0.4
# Average for false-pos:   6.3  false-neg: 3.1
# TOTAL:              563343  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22165  99.24%
# Correctly spam:      37410  77.88%
# False positives:       169  0.76%
# False negatives:     10627  22.12%
# TCR(l=50): 2.518058  SpamRecall: 77.877%  SpamPrec: 99.550%

##### 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: 176883  99.48%
# Correctly spam:     285032  73.93%
# False positives:       925  0.52%
# False negatives:    100503  26.07%
# TCR(l=50): 2.627101  SpamRecall: 73.932%  SpamPrec: 99.677%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22215  99.47%
# Correctly spam:      35496  73.89%
# False positives:       119  0.53%
# False negatives:     12541  26.11%
# TCR(l=50): 2.597858  SpamRecall: 73.893%  SpamPrec: 99.666%