Run
1840392

Run 1840392

Task 125968 (Supervised Classification) SpeedDating Uploaded 22-11-2016 by Hilde Weerts
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Flow

weka.RandomForest(9)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_Otrue
weka.RandomForest(9)_num-slots1
weka.RandomForest(9)_Btrue
weka.RandomForest(9)_output-debug-infotrue

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
0.8556
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
6.8137
Cross-validation details (10-fold Crossvalidation)
F measure
0.8137
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2334
Cross-validation details (10-fold Crossvalidation)
KB relative information score
972.466
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2185
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
0.8387
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8538
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8538
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7939
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3191
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8602
Cross-validation details (10-fold Crossvalidation)
Total cost
57085
Cross-validation details (10-fold Crossvalidation)