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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 228202  22.698%  (96.274% of non-spam corpus)
# Correctly spam:     431267  42.897%  (56.130% of spam corpus)
# False positives:      8833  0.879%  (3.726% of nonspam, 841140 weighted)
# False negatives:    337064  33.526%  (43.870% of spam, 1188938 weighted)
# Average score for spam:  8.2    nonspam: 1.2
# Average for false-pos:   5.9  false-neg: 3.5
# TOTAL:              1005366  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28443  95.92%
# Correctly spam:      46052  48.08%
# False positives:      1211  4.08%
# False negatives:     49737  51.92%
# TCR(l=50): 0.868543  SpamRecall: 48.077%  SpamPrec: 97.438%

##### 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: 228026  96.20%
# Correctly spam:     223148  29.04%
# False positives:      9009  3.80%
# False negatives:    545183  70.96%
# TCR(l=50): 0.771701  SpamRecall: 29.043%  SpamPrec: 96.119%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28491  96.08%
# Correctly spam:      27748  28.97%
# False positives:      1163  3.92%
# False negatives:     68041  71.03%
# TCR(l=50): 0.759079  SpamRecall: 28.968%  SpamPrec: 95.977%