DEVELOPMENT... OpenML
Run
185982

Run 185982

Task 3751 (Supervised Classification) fri_c0_500_50 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
0.9249
Per class
F measure
0.8453
Per class
Kappa
0.691
KB relative information score
163.1292
Mean absolute error
0.3623
Mean prior absolute error
0.4997
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8497
Per class
Predictive accuracy
0.846
Prior entropy
0.9996
Recall
0.846
Per class
Relative absolute error
0.7251
Root mean prior squared error
0.4999
Root mean squared error
0.3845
Root relative squared error
0.7692
SciMark benchmark
1315.0767
UserCPU time millis
300
UserCPU time millis testing
10
UserCPU time millis training
290