DEVELOPMENT... OpenML
Run
185724

Run 185724

Task 2332 (Supervised Classification) BNG(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
0.6849
Per class
F measure
0.5064
Per class
Kappa
0.2343
KB relative information score
4551.8418
Mean absolute error
0.3551
Mean prior absolute error
0.4306
Number of instances
18247
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5049
Per class
Predictive accuracy
0.5089
Prior entropy
1.5387
Recall
0.5089
Per class
Relative absolute error
0.8247
Root mean prior squared error
0.464
Root mean squared error
0.4626
Root relative squared error
0.9971
SciMark benchmark
1315.0767
UserCPU time millis
37860
UserCPU time millis testing
12610
UserCPU time millis training
25250