Run
1842480

Run 1842480

Task 125970 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Khanh Nguyen
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Flow

weka.MultiClassClassifier_Logistic(3)Weka implementation of MultiClassClassifier
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_M-1
weka.MultiClassClassifier_Logistic(3)_M0
weka.MultiClassClassifier_Logistic(3)_R2.0
weka.MultiClassClassifier_Logistic(3)_S1
weka.MultiClassClassifier_Logistic(3)_Wweka.classifiers.functions.Logistic

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)