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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152999  36.643%  (98.506% of non-spam corpus)
# Correctly spam:     253722  60.766%  (96.758% of spam corpus)
# False positives:      2320  0.556%  (1.494% of nonspam, 125422 weighted)
# False negatives:      8501  2.036%  (3.242% of spam,  21189 weighted)
# Average score for spam:  13.3    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.5
# TOTAL:              417542  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19242  98.44%
# Correctly spam:      31765  96.89%
# False positives:       304  1.56%
# False negatives:      1020  3.11%
# TCR(l=50): 2.021270  SpamRecall: 96.889%  SpamPrec: 99.052%

##### 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: 153944  99.11%
# Correctly spam:     169447  64.62%
# False positives:      1375  0.89%
# False negatives:     92776  35.38%
# TCR(l=50): 1.623410  SpamRecall: 64.619%  SpamPrec: 99.195%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19362  99.06%
# Correctly spam:      21299  64.97%
# False positives:       184  0.94%
# False negatives:     11486  35.03%
# TCR(l=50): 1.584888  SpamRecall: 64.966%  SpamPrec: 99.144%