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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 328250  45.366%  (99.871% of non-spam corpus)
# Correctly spam:     336446  46.499%  (85.201% of spam corpus)
# False positives:       424  0.059%  (0.129% of nonspam,  34828 weighted)
# False negatives:     58440  8.077%  (14.799% of spam, 103992 weighted)
# Average score for spam:  14.4    nonspam: -2.0
# Average for false-pos:   6.8  false-neg: 1.8
# TOTAL:              723560  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40928  99.87%
# Correctly spam:      41990  85.25%
# False positives:        54  0.13%
# False negatives:      7268  14.75%
# TCR(l=50): 4.941613  SpamRecall: 85.245%  SpamPrec: 99.872%

##### 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: 326992  99.49%
# Correctly spam:     242615  61.44%
# False positives:      1682  0.51%
# False negatives:    152271  38.56%
# TCR(l=50): 1.670619  SpamRecall: 61.439%  SpamPrec: 99.311%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40772  99.49%
# Correctly spam:      30383  61.68%
# False positives:       210  0.51%
# False negatives:     18875  38.32%
# TCR(l=50): 1.676868  SpamRecall: 61.681%  SpamPrec: 99.314%