Run
1842054

Run 1842054

Task 125968 (Supervised Classification) SpeedDating Uploaded 03-12-2016 by Bram Mulders
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Flow

weka.CostSensitiveClassifier_RandomTree(2)Weka implementation of CostSensitiveClassifier
weka.RandomTree(11)_K0
weka.RandomTree(11)_M1.0
weka.RandomTree(11)_V0.001
weka.RandomTree(11)_S1
weka.RandomTree(11)_N10
weka.CostSensitiveClassifier_RandomTree(2)_cost-matrix[0.0 1.0; 2.0 0.0]
weka.CostSensitiveClassifier_RandomTree(2)_S1
weka.CostSensitiveClassifier_RandomTree(2)_Wweka.classifiers.trees.RandomTree

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
0.6356
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
5.3756
Cross-validation details (10-fold Crossvalidation)
F measure
0.7846
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2234
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-999.0896
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2436
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
0.7863
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7829
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.7829
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8849
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.426
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1484
Cross-validation details (10-fold Crossvalidation)
Total cost
45037
Cross-validation details (10-fold Crossvalidation)