Run
1841147

Run 1841147

Task 125969 (Supervised Classification) SpeedDating Uploaded 26-11-2016 by M. van Nijnatten
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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)_Mtrue
weka.CostSensitiveClassifier_REPTree(4)_cost-matrix[0.0 1.0; 2.0 0.0]
weka.CostSensitiveClassifier_REPTree(4)_S1
weka.CostSensitiveClassifier_REPTree(4)_Wweka.classifiers.trees.REPTree
weka.CostSensitiveClassifier_REPTree(4)_num-decimal-places6

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
0.5965
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.3009
Cross-validation details (10-fold Crossvalidation)
F measure
0.8024
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2284
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1715.5331
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1794
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
0.7928
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8206
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8206
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6518
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4236
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1419
Cross-validation details (10-fold Crossvalidation)
Total cost
2521
Cross-validation details (10-fold Crossvalidation)