DEVELOPMENT... OpenML
Run
185448

Run 185448

Task 23 (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
0.6828
Per class
F measure
0.5058
Per class
Kappa
0.2327
KB relative information score
351.7225
Mean absolute error
0.3588
Mean prior absolute error
0.4308
Number of instances
1473
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5048
Per class
Predictive accuracy
0.5078
Prior entropy
1.5392
Recall
0.5078
Per class
Relative absolute error
0.8327
Root mean prior squared error
0.4641
Root mean squared error
0.458
Root relative squared error
0.9868
SciMark benchmark
1333.5799
UserCPU time millis
470
UserCPU time millis testing
130
UserCPU time millis training
340

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