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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 320436  40.731%  (99.742% of non-spam corpus)
# Correctly spam:     353761  44.966%  (76.003% of spam corpus)
# False positives:       829  0.105%  (0.258% of nonspam,  38620 weighted)
# False negatives:    111696  14.198%  (23.997% of spam, 214554 weighted)
# Average score for spam:  9.0    nonspam: 0.4
# Average for false-pos:   6.4  false-neg: 1.9
# TOTAL:              786722  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39879  99.70%
# Correctly spam:      45212  77.87%
# False positives:       121  0.30%
# False negatives:     12847  22.13%
# TCR(l=50): 3.072392  SpamRecall: 77.873%  SpamPrec: 99.733%

##### 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: 311966  97.11%
# Correctly spam:     250967  53.92%
# False positives:      9299  2.89%
# False negatives:    214490  46.08%
# TCR(l=50): 0.685060  SpamRecall: 53.918%  SpamPrec: 96.427%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38828  97.07%
# Correctly spam:      31405  54.09%
# False positives:      1172  2.93%
# False negatives:     26654  45.91%
# TCR(l=50): 0.681012  SpamRecall: 54.092%  SpamPrec: 96.402%