Run
1842952

Run 1842952

Task 125969 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Yiming Lin
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Flow

weka.CostSensitiveClassifier_RandomTree(4)Weka implementation of CostSensitiveClassifier
weka.CostSensitiveClassifier_RandomTree(4)_Mtrue
weka.CostSensitiveClassifier_RandomTree(4)_cost-matrix[0.0 1.0; 2.0 0.0]
weka.CostSensitiveClassifier_RandomTree(4)_S1
weka.CostSensitiveClassifier_RandomTree(4)_Wweka.classifiers.trees.RandomTree
weka.CostSensitiveClassifier_RandomTree(4)_output-debug-infotrue
weka.RandomTree(12)_K0
weka.RandomTree(12)_M1.0
weka.RandomTree(12)_V0.001
weka.RandomTree(12)_S1

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
0.6219
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.3201
Cross-validation details (10-fold Crossvalidation)
F measure
0.7853
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2347
Cross-validation details (10-fold Crossvalidation)
KB relative information score
257.6809
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2187
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
0.7896
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7813
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.7813
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7945
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2607
Cross-validation details (10-fold Crossvalidation)
Total cost
2682
Cross-validation details (10-fold Crossvalidation)