DEVELOPMENT... OpenML
Run
185570

Run 185570

Task 1903 (Supervised Classification) cmc 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
0.6825
Per class
F measure
0.5049
Per class
Kappa
0.2316
KB relative information score
3494.7657
Mean absolute error
0.3591
Mean prior absolute error
0.4308
Number of instances
14730
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5034
Per class
Predictive accuracy
0.5077
Prior entropy
1.5392
Recall
0.5077
Per class
Relative absolute error
0.8335
Root mean prior squared error
0.4641
Root mean squared error
0.4585
Root relative squared error
0.9879
SciMark benchmark
1073.494
UserCPU time millis
690
UserCPU time millis testing
280
UserCPU time millis training
410