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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 251540  26.653%  (95.680% of non-spam corpus)
# Correctly spam:     550521  58.333%  (80.856% of spam corpus)
# False positives:     11356  1.203%  (4.320% of nonspam, 863869 weighted)
# False negatives:    130344  13.811%  (19.144% of spam, 398065 weighted)
# Average score for spam:  8.8    nonspam: 1.4
# Average for false-pos:   5.9  false-neg: 3.1
# TOTAL:              943761  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31307  95.28%
# Correctly spam:      68725  80.92%
# False positives:      1552  4.72%
# False negatives:     16207  19.08%
# TCR(l=50): 0.905391  SpamRecall: 80.918%  SpamPrec: 97.792%

##### 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: 251082  95.51%
# Correctly spam:     433846  63.72%
# False positives:     11814  4.49%
# False negatives:    247019  36.28%
# TCR(l=50): 0.812761  SpamRecall: 63.720%  SpamPrec: 97.349%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31313  95.30%
# Correctly spam:      54173  63.78%
# False positives:      1546  4.70%
# False negatives:     30759  36.22%
# TCR(l=50): 0.785978  SpamRecall: 63.784%  SpamPrec: 97.225%