Run
1842349

Run 1842349

Task 125966 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by ad adf
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Flow

weka.FilteredClassifier_CostSensitiveClassifier_RandomForest(2)Weka implementation of FilteredClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.CostSensitiveClassifier_RandomForest(3)_cost-matrix[0.0 1.2; 1.0 0.0]
weka.CostSensitiveClassifier_RandomForest(3)_S1
weka.CostSensitiveClassifier_RandomForest(3)_Wweka.classifiers.trees.RandomForest
weka.FilteredClassifier_CostSensitiveClassifier_RandomForest(2)_Fweka.filters.supervised.instance.Resample -B 1.0 -S 1 -Z 100.0
weka.FilteredClassifier_CostSensitiveClassifier_RandomForest(2)_Wweka.classifiers.meta.CostSensitiveClassifier

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
0.8536
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8462
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4553
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2783.3855
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2907
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
0.8508
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8424
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8424
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0562
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3488
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9404
Cross-validation details (10-fold Crossvalidation)