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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 146456  45.364%  (99.574% of non-spam corpus)
# Correctly spam:      43951  13.613%  (25.005% of spam corpus)
# False positives:       626  0.194%  (0.426% of nonspam,  23254 weighted)
# False negatives:    131816  40.829%  (74.995% of spam, 188215 weighted)
# Average score for spam:  3.8    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 1.4
# TOTAL:              322849  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18387  99.61%
# Correctly spam:       5500  24.89%
# False positives:        72  0.39%
# False negatives:     16601  75.11%
# TCR(l=50): 1.094055  SpamRecall: 24.886%  SpamPrec: 98.708%

##### 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: 145188  98.71%
# Correctly spam:      22472  12.79%
# False positives:      1894  1.29%
# False negatives:    153295  87.21%
# TCR(l=50): 0.708752  SpamRecall: 12.785%  SpamPrec: 92.227%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18225  98.73%
# Correctly spam:       2780  12.58%
# False positives:       234  1.27%
# False negatives:     19321  87.42%
# TCR(l=50): 0.712453  SpamRecall: 12.579%  SpamPrec: 92.236%
