Run
501679

Run 501679

Task 42 (Supervised Classification) haberman Uploaded 14-12-2015 by Casey Davis
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  • study_15 study_20 weka weka_3.7.13
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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
0.6641
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6974
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1741
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.6337
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3485
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.7147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7484
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7484
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8937
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4256
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9646
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.1389
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)