Run
1812089

Run 1812089

Task 1742 (Learning Curve) spambase Uploaded 16-08-2016 by Jan van Rijn
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Flow

weka.Logistic(6)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_M-1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9713 ± 0.008
Per class
F measure
0.9267 ± 0.0128
Per class
Kappa
0.8461 ± 0.0271
KB relative information score
3520.7508 ± 8.0029
Mean absolute error
0.1197 ± 0.0076
Mean prior absolute error
0.4776 ± 0.0002
Number of instances
4601
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9269 ± 0.0131
Per class
Predictive accuracy
0.927 ± 0.0128
Prior entropy
0.9674
Recall
0.927 ± 0.0128
Per class
Relative absolute error
0.2506 ± 0.016
Root mean prior squared error
0.4886 ± 0.0002
Root mean squared error
0.2427 ± 0.0154
Root relative squared error
0.4967 ± 0.0317
SciMark benchmark
1331.6251
UserCPU time millis
650
UserCPU time millis testing
10
UserCPU time millis training
640