Run
1840711

Run 1840711

Task 125966 (Supervised Classification) SpeedDating Uploaded 23-11-2016 by Kevin Chang
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Flow

weka.RandomForest(9)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(9)_I1600
weka.RandomForest(9)_K4
weka.RandomForest(9)_S1
weka.RandomForest(9)_depth1
weka.RandomForest(9)_num-slots3

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
0.8346
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7603
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37.552
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.266
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
0.6977
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8353
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8353
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9665
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3594
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.969
Cross-validation details (10-fold Crossvalidation)