DEVELOPMENT... OpenML
Run
186142

Run 186142

Task 3893 (Supervised Classification) sylva_prior Uploaded 25-02-2015 by Felicia West
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Flow

weka.RandomForest(5)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(5)_I100
weka.RandomForest(5)_K0
weka.RandomForest(5)_S1
weka.RandomForest(5)_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.

22 Evaluation measures

Area under ROC curve
0.9989
Per class
F measure
0.9941
Per class
Kappa
0.9488
KB relative information score
10892.2822
Mean absolute error
0.0224
Mean prior absolute error
0.1156
Number of instances
14395
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9941
Per class
Predictive accuracy
0.9942
Prior entropy
0.3338
Recall
0.9942
Per class
Relative absolute error
0.1939
Root mean prior squared error
0.2403
Root mean squared error
0.0795
Root relative squared error
0.3307
SciMark benchmark
1291.6995
UserCPU time millis
5630
UserCPU time millis testing
350
UserCPU time millis training
5280