Run
1781599

Run 1781599

Task 9903 (Supervised Classification) autoUniv-au7-500 Uploaded 25-07-2016 by Jan van Rijn
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Flow

weka.RandomForest(9)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(9)_I32
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1

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
0.7542
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4913
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3257
Cross-validation details (10-fold Crossvalidation)
KB relative information score
132.35
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2513
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2996
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4849
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.514
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1516
Cross-validation details (10-fold Crossvalidation)
Recall
0.514
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8388
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3552
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.918
Cross-validation details (10-fold Crossvalidation)
Total cost