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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149072  18.961%  (99.498% of non-spam corpus)
# Correctly spam:     197153  25.076%  (30.980% of spam corpus)
# False positives:       752  0.096%  (0.502% of nonspam, 201902 weighted)
# False negatives:    439234  55.867%  (69.020% of spam, 1218555 weighted)
# Average score for spam:  7.4    nonspam: -0.9
# Average for false-pos:   6.3  false-neg: 2.8
# TOTAL:              786211  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18703  99.47%
# Correctly spam:      24674  31.07%
# False positives:       100  0.53%
# False negatives:     54744  68.93%
# TCR(l=50): 1.329305  SpamRecall: 31.069%  SpamPrec: 99.596%

##### 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: 149415  99.73%
# Correctly spam:     120305  18.90%
# False positives:       409  0.27%
# False negatives:    516082  81.10%
# TCR(l=50): 1.186112  SpamRecall: 18.904%  SpamPrec: 99.661%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18758  99.76%
# Correctly spam:      14895  18.76%
# False positives:        45  0.24%
# False negatives:     64523  81.24%
# TCR(l=50): 1.189373  SpamRecall: 18.755%  SpamPrec: 99.699%