DEVELOPMENT... OpenML
Run
186315

Run 186315

Task 4223 (Supervised Classification) tr45.wc 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
0.9876
Per class
F measure
0.8273
Per class
Kappa
0.8125
KB relative information score
3811.1721
Mean absolute error
0.1109
Mean prior absolute error
0.172
Number of instances
6900
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.847
Per class
Predictive accuracy
0.8417
Prior entropy
3.0415
Recall
0.8417
Per class
Relative absolute error
0.6447
Root mean prior squared error
0.2932
Root mean squared error
0.2029
Root relative squared error
0.692
SciMark benchmark
1073.494
UserCPU time millis
11730
UserCPU time millis testing
310
UserCPU time millis training
11420