Run
1973314

Run 1973314

Task 3951 (Supervised Classification) desharnais Uploaded 03-04-2017 by Dakai Wei
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Flow

weka.RandomForest(12)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(12)_P100
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K0
weka.RandomForest(12)_M1.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.RandomForest(12)_batch-size245

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
0.8509
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7869
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6178
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.7829
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2675
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3804
Cross-validation details (10-fold Crossvalidation)
Number of instances
81
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8061
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7901
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3765
Cross-validation details (10-fold Crossvalidation)
Recall
0.7901
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4348
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3565
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.82
Cross-validation details (10-fold Crossvalidation)