Run
25274

Run 25274

Task 74 (Learning Curve) breast-w Uploaded 17-08-2014 by Jan van Rijn
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Flow

weka.Logistic(2)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(2)_M-1
weka.Logistic(2)_R1.0E-8

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.

21 Evaluation measures

Area under ROC curve
0.9934 ± 0.0066
Per class
Build CPU time
0.0085
Build memory
5371933470.07
F measure
0.9646 ± 0.0222
Per class
Kappa
0.9217 ± 0.0491
KB relative information score
0.8961 ± 0.0433
Mean absolute error
0.0488 ± 0.0181
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
6990
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.9646 ± 0.0217
Per class
Predictive accuracy
0.9647 ± 0.0221
Prior entropy
0.9293 ± 0.0041
Recall
0.9647 ± 0.0221
Per class
Relative absolute error
0.1081 ± 0.04
Root mean prior squared error
0.4753 ± 0.0014
Root mean squared error
0.1667 ± 0.0514
Root relative squared error
0.3507 ± 0.1081
SciMark benchmark
1134.2819[688.8785921509968991.2319970823688538.216451846408905.81899363791422547.2636181412213]