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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149963  18.314%  (99.184% of non-spam corpus)
# Correctly spam:     584733  71.409%  (87.580% of spam corpus)
# False positives:      1234  0.151%  (0.816% of nonspam, 361127 weighted)
# False negatives:     82922  10.127%  (12.420% of spam, 209058 weighted)
# Average score for spam:  9.7    nonspam: -0.6
# Average for false-pos:   6.6  false-neg: 2.5
# TOTAL:              818852  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18830  99.15%
# Correctly spam:      72802  87.40%
# False positives:       161  0.85%
# False negatives:     10498  12.60%
# TCR(l=50): 4.491050  SpamRecall: 87.397%  SpamPrec: 99.779%

##### 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:     331587  49.66%
# False positives:       824  0.54%
# False negatives:    336068  50.34%
# TCR(l=50): 1.769710  SpamRecall: 49.664%  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:      41177  49.43%
# False positives:       113  0.60%
# False negatives:     42123  50.57%
# TCR(l=50): 1.743663  SpamRecall: 49.432%  SpamPrec: 99.726%