DEVELOPMENT... OpenML
Run
186542

Run 186542

Task 4511 (Supervised Classification) fri_c0_500_10 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
0.9427
Per class
F measure
0.8671
Per class
Kappa
0.7338
KB relative information score
2760.9959
Mean absolute error
0.2432
Mean prior absolute error
0.4994
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8674
Per class
Predictive accuracy
0.8672
Prior entropy
0.9991
Recall
0.8672
Per class
Relative absolute error
0.487
Root mean prior squared error
0.4997
Root mean squared error
0.3167
Root relative squared error
0.6338
SciMark benchmark
1341.5768
UserCPU time millis
130
UserCPU time millis testing
10
UserCPU time millis training
120