Run
1840386

Run 1840386

Task 125969 (Supervised Classification) SpeedDating Uploaded 22-11-2016 by M. van Nijnatten
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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)_K4
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots4
weka.RandomForest(9)_num-decimal-places5

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
0.854
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2908
Cross-validation details (10-fold Crossvalidation)
F measure
0.8054
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1959
Cross-validation details (10-fold Crossvalidation)
KB relative information score
879.8339
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2228
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
0.8357
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8506
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8506
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8095
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.322
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8682
Cross-validation details (10-fold Crossvalidation)
Total cost
2436
Cross-validation details (10-fold Crossvalidation)