DEVELOPMENT... OpenML
Run
186506

Run 186506

Task 4479 (Supervised Classification) fri_c2_250_5 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
0.9657
Per class
F measure
0.8928
Per class
Kappa
0.7818
KB relative information score
1721.6656
Mean absolute error
0.1654
Mean prior absolute error
0.4929
Number of instances
2500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8937
Per class
Predictive accuracy
0.8932
Prior entropy
0.9898
Recall
0.8932
Per class
Relative absolute error
0.3357
Root mean prior squared error
0.4964
Root mean squared error
0.269
Root relative squared error
0.5419
SciMark benchmark
1319.6463
UserCPU time millis
40
UserCPU time millis testing
10
UserCPU time millis training
30