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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149963  18.314%  (99.184% of non-spam corpus)
# Correctly spam:     583243  71.229%  (87.360% of spam corpus)
# False positives:      1234  0.151%  (0.816% of nonspam, 361194 weighted)
# False negatives:     84389  10.306%  (12.640% of spam, 216427 weighted)
# Average score for spam:  9.7    nonspam: -0.6
# Average for false-pos:   6.6  false-neg: 2.6
# TOTAL:              818829  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18828  99.14%
# Correctly spam:      72669  87.24%
# False positives:       163  0.86%
# False negatives:     10628  12.76%
# TCR(l=50): 4.435882  SpamRecall: 87.241%  SpamPrec: 99.776%

##### 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: 150373  99.46%
# Correctly spam:     331560  49.66%
# False positives:       824  0.54%
# False negatives:    336072  50.34%
# TCR(l=50): 1.769630  SpamRecall: 49.662%  SpamPrec: 99.752%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18878  99.40%
# Correctly spam:      41193  49.45%
# False positives:       113  0.60%
# False negatives:     42104  50.55%
# TCR(l=50): 1.744294  SpamRecall: 49.453%  SpamPrec: 99.726%