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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 132576  48.766%  (99.035% of non-spam corpus)
# Correctly spam:      42634  15.682%  (30.896% of spam corpus)
# False positives:      1292  0.475%  (0.965% of nonspam,  81994 weighted)
# False negatives:     95359  35.076%  (69.104% of spam, 263195 weighted)
# Average score for spam:  4.7    nonspam: -0.3
# Average for false-pos:   6.2  false-neg: 2.8
# TOTAL:              271861  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16625  99.10%
# Correctly spam:       5262  30.45%
# False positives:       151  0.90%
# False negatives:     12019  69.55%
# TCR(l=50): 0.883080  SpamRecall: 30.450%  SpamPrec: 97.210%

##### 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: 133101  99.43%
# Correctly spam:      24840  18.00%
# False positives:       767  0.57%
# False negatives:    113153  82.00%
# TCR(l=50): 0.910827  SpamRecall: 18.001%  SpamPrec: 97.005%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16680  99.43%
# Correctly spam:       3007  17.40%
# False positives:        96  0.57%
# False negatives:     14274  82.60%
# TCR(l=50): 0.905998  SpamRecall: 17.401%  SpamPrec: 96.906%