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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 223621  30.558%  (99.574% of non-spam corpus)
# Correctly spam:     371081  50.708%  (73.160% of spam corpus)
# False positives:       956  0.131%  (0.426% of nonspam,  70917 weighted)
# False negatives:    136138  18.603%  (26.840% of spam, 272823 weighted)
# Average score for spam:  11.4    nonspam: 0.7
# Average for false-pos:   6.6  false-neg: 2.0
# TOTAL:              731796  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27968  99.49%
# Correctly spam:      46395  73.25%
# False positives:       142  0.51%
# False negatives:     16943  26.75%
# TCR(l=50): 2.634363  SpamRecall: 73.250%  SpamPrec: 99.695%

##### 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: 216226  96.28%
# Correctly spam:     327292  64.53%
# False positives:      8351  3.72%
# False negatives:    179927  35.47%
# TCR(l=50): 0.848935  SpamRecall: 64.527%  SpamPrec: 97.512%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27018  96.12%
# Correctly spam:      40868  64.52%
# False positives:      1092  3.88%
# False negatives:     22470  35.48%
# TCR(l=50): 0.821824  SpamRecall: 64.524%  SpamPrec: 97.398%