Run
1843106

Run 1843106

Task 125969 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by B. Elfrink
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Flow

weka.CostSensitiveClassifier_RandomForest(3)Weka implementation of CostSensitiveClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K3
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.CostSensitiveClassifier_RandomForest(3)_cost-matrix[0.0 1.0; 2.0 0.0]
weka.CostSensitiveClassifier_RandomForest(3)_S1
weka.CostSensitiveClassifier_RandomForest(3)_Wweka.classifiers.trees.RandomForest

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
0.8548
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2675
Cross-validation details (10-fold Crossvalidation)
F measure
0.8275
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.302
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-240.8406
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2463
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
0.8347
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8557
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8557
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.895
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3232
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8713
Cross-validation details (10-fold Crossvalidation)
Total cost
2241
Cross-validation details (10-fold Crossvalidation)