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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 293861  42.800%  (99.626% of non-spam corpus)
# Correctly spam:     265717  38.701%  (67.850% of spam corpus)
# False positives:      1102  0.161%  (0.374% of nonspam,  48620 weighted)
# False negatives:    125909  18.338%  (32.150% of spam, 217446 weighted)
# Average score for spam:  10.9    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 1.7
# TOTAL:              686589  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36675  99.63%
# Correctly spam:      33160  67.89%
# False positives:       137  0.37%
# False negatives:     15686  32.11%
# TCR(l=50): 2.167465  SpamRecall: 67.887%  SpamPrec: 99.589%

##### 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: 284232  96.36%
# Correctly spam:     203576  51.98%
# False positives:     10731  3.64%
# False negatives:    188050  48.02%
# TCR(l=50): 0.540472  SpamRecall: 51.982%  SpamPrec: 94.993%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35506  96.45%
# Correctly spam:      25232  51.66%
# False positives:      1306  3.55%
# False negatives:     23614  48.34%
# TCR(l=50): 0.549362  SpamRecall: 51.656%  SpamPrec: 95.079%