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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145520  11.927%  (98.537% of non-spam corpus)
# Correctly spam:     924228  75.748%  (86.178% of spam corpus)
# False positives:      2160  0.177%  (1.463% of nonspam, 487370 weighted)
# False negatives:    148232  12.149%  (13.822% of spam, 376408 weighted)
# Average score for spam:  7.7    nonspam: 0.1
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              1220140  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18262  98.48%
# Correctly spam:     116190  86.82%
# False positives:       281  1.52%
# False negatives:     17634  13.18%
# TCR(l=50): 4.223709  SpamRecall: 86.823%  SpamPrec: 99.759%

##### 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: 146242  99.03%
# Correctly spam:     242388  22.60%
# False positives:      1438  0.97%
# False negatives:    830072  77.40%
# TCR(l=50): 1.189017  SpamRecall: 22.601%  SpamPrec: 99.410%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18352  98.97%
# Correctly spam:      30245  22.60%
# False positives:       191  1.03%
# False negatives:    103579  77.40%
# TCR(l=50): 1.182933  SpamRecall: 22.601%  SpamPrec: 99.372%