Run
25281

Run 25281

Task 65 (Learning Curve) arrhythmia Uploaded 18-08-2014 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
0.7124 ± 0.0542
Per class
Build CPU time
196.2664
Build memory
641431400.5257
F measure
0.5378 ± 0.0413
Per class
Kappa
0.3078 ± 0.0902
KB relative information score
0.319 ± 0.081
Mean absolute error
0.0572 ± 0.0076
Mean prior absolute error
0.0855 ± 0.0007
Number of instances
4520
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.5382 ± 0.047
Per class
Predictive accuracy
0.5442 ± 0.0625
Prior entropy
2.4124 ± 0.056
Recall
0.5442 ± 0.0625
Per class
Relative absolute error
0.6685 ± 0.0875
Root mean prior squared error
0.2055 ± 0.0018
Root mean squared error
0.2336 ± 0.0163
Root relative squared error
1.1367 ± 0.0785
SciMark benchmark
1146.6824[684.2843413805044985.6547740150851525.8285603732052965.1840657880762572.4601791961254]