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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 269917  26.599%  (99.470% of non-spam corpus)
# Correctly spam:     692000  68.192%  (93.083% of spam corpus)
# False positives:      1437  0.142%  (0.530% of nonspam, 345437 weighted)
# False negatives:     51421  5.067%  (6.917% of spam, 108472 weighted)
# Average score for spam:  22.0    nonspam: -2.5
# Average for false-pos:   8.8  false-neg: 2.1
# TOTAL:              1014775  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33739  99.44%
# Correctly spam:      86230  93.00%
# False positives:       190  0.56%
# False negatives:      6489  7.00%
# TCR(l=50): 5.798924  SpamRecall: 93.001%  SpamPrec: 99.780%

##### 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: 269576  99.34%
# Correctly spam:     608497  81.85%
# False positives:      1778  0.66%
# False negatives:    134924  18.15%
# TCR(l=50): 3.321453  SpamRecall: 81.851%  SpamPrec: 99.709%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33720  99.38%
# Correctly spam:      75821  81.78%
# False positives:       209  0.62%
# False negatives:     16898  18.22%
# TCR(l=50): 3.390339  SpamRecall: 81.775%  SpamPrec: 99.725%