Run
1812137

Run 1812137

Task 125868 (Learning Curve) collins 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
1
Per class
F measure
0.9959 ± 0.0069
Per class
Kappa
0.9956 ± 0.0093
KB relative information score
495.8984 ± 0.7511
Mean absolute error
0.0004 ± 0.001
Mean prior absolute error
0.1212 ± 0.0002
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9961 ± 0.0059
Per class
Predictive accuracy
0.996 ± 0.0084
Prior entropy
3.6642
Recall
0.996 ± 0.0084
Per class
Relative absolute error
0.0037 ± 0.008
Root mean prior squared error
0.246 ± 0.0005
Root mean squared error
0.0198 ± 0.0187
Root relative squared error
0.0803 ± 0.076
SciMark benchmark
1336.4897
UserCPU time millis
40
UserCPU time millis testing
10
UserCPU time millis training
30