Run
1841375

Run 1841375

Task 125966 (Supervised Classification) SpeedDating Uploaded 27-11-2016 by Michiel Verburg
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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.

17 Evaluation measures

Area under ROC curve
0.8261
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8466
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4098
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1708.8616
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1864
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8426
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8572
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8572
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6772
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3228
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8701
Cross-validation details (10-fold Crossvalidation)