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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176527  25.182%  (99.297% of non-spam corpus)
# Correctly spam:     378575  54.004%  (72.353% of spam corpus)
# False positives:      1249  0.178%  (0.703% of nonspam, 234151 weighted)
# False negatives:    144659  20.636%  (27.647% of spam, 382811 weighted)
# Average score for spam:  15.6    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              701010  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22167  99.25%
# Correctly spam:      47193  72.23%
# False positives:       167  0.75%
# False negatives:     18143  27.77%
# TCR(l=50): 2.466161  SpamRecall: 72.231%  SpamPrec: 99.647%

##### 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: 176809  99.46%
# Correctly spam:     352853  67.44%
# False positives:       967  0.54%
# False negatives:    170381  32.56%
# TCR(l=50): 2.392135  SpamRecall: 67.437%  SpamPrec: 99.727%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22219  99.49%
# Correctly spam:      44065  67.44%
# False positives:       115  0.51%
# False negatives:     21271  32.56%
# TCR(l=50): 2.417971  SpamRecall: 67.444%  SpamPrec: 99.740%