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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 168701  27.100%  (97.261% of non-spam corpus)
# Correctly spam:     235093  37.766%  (52.353% of spam corpus)
# False positives:      4750  0.763%  (2.739% of nonspam, 367087 weighted)
# False negatives:    213959  34.371%  (47.647% of spam, 615959 weighted)
# Average score for spam:  6.6    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.9
# TOTAL:              622503  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21202  97.27%
# Correctly spam:      29260  52.26%
# False positives:       595  2.73%
# False negatives:     26727  47.74%
# TCR(l=50): 0.991324  SpamRecall: 52.262%  SpamPrec: 98.007%

##### 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: 168625  97.22%
# Correctly spam:     102591  22.85%
# False positives:      4826  2.78%
# False negatives:    346461  77.15%
# TCR(l=50): 0.764004  SpamRecall: 22.846%  SpamPrec: 95.507%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21212  97.32%
# Correctly spam:      12777  22.82%
# False positives:       585  2.68%
# False negatives:     43210  77.18%
# TCR(l=50): 0.772661  SpamRecall: 22.821%  SpamPrec: 95.622%