Run
1841824

Run 1841824

Task 125966 (Supervised Classification) SpeedDating Uploaded 01-12-2016 by ad adf
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Flow

weka.CostSensitiveClassifier_REPTree(4)Weka implementation of CostSensitiveClassifier
weka.REPTree(15)_M2
weka.REPTree(15)_V0.001
weka.REPTree(15)_N3
weka.REPTree(15)_S1
weka.REPTree(15)_L-1
weka.REPTree(15)_I0.0
weka.CostSensitiveClassifier_REPTree(4)_cost-matrix[0.0 0.7; 1.9 0.0]
weka.CostSensitiveClassifier_REPTree(4)_S1
weka.CostSensitiveClassifier_REPTree(4)_Wweka.classifiers.trees.REPTree

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
0.7032
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7902
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2627
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2468.3221
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2798
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
0.7977
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7838
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.7838
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4046
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0908
Cross-validation details (10-fold Crossvalidation)