DEVELOPMENT... OpenML
Run
186522

Run 186522

Task 4488 (Supervised Classification) fri_c2_500_50 Uploaded 25-02-2015 by Jason
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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
0.9289
Per class
F measure
0.861
Per class
Kappa
0.7122
KB relative information score
2077.8906
Mean absolute error
0.3076
Mean prior absolute error
0.4839
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8609
Per class
Predictive accuracy
0.8612
Prior entropy
0.9767
Recall
0.8612
Per class
Relative absolute error
0.6358
Root mean prior squared error
0.4918
Root mean squared error
0.3504
Root relative squared error
0.7124
SciMark benchmark
1368.9272
UserCPU time millis
240
UserCPU time millis testing
10
UserCPU time millis training
230