Run
1842311

Run 1842311

Task 125969 (Supervised Classification) SpeedDating Uploaded 04-12-2016 by Kevin Chang
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Flow

weka.CostSensitiveClassifier_Bagging_RandomForest(2)Weka implementation of CostSensitiveClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.Bagging_RandomForest(9)_P100
weka.Bagging_RandomForest(9)_S1
weka.Bagging_RandomForest(9)_num-slots1
weka.Bagging_RandomForest(9)_I10
weka.Bagging_RandomForest(9)_Wweka.classifiers.trees.RandomForest
weka.CostSensitiveClassifier_Bagging_RandomForest(2)_cost-matrix[0.0 1.0; 2.0 0.0]
weka.CostSensitiveClassifier_Bagging_RandomForest(2)_S1
weka.CostSensitiveClassifier_Bagging_RandomForest(2)_Wweka.classifiers.meta.Bagging

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
0.8652
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2405
Cross-validation details (10-fold Crossvalidation)
F measure
0.8479
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.397
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-464.0502
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2489
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
0.8496
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9044
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3209
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8652
Cross-validation details (10-fold Crossvalidation)
Total cost
2015
Cross-validation details (10-fold Crossvalidation)