DEVELOPMENT... OpenML
Run
186255

Run 186255

Task 4224 (Supervised Classification) tr21.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
0.9587
Per class
F measure
0.6391
Per class
Kappa
0.1818
KB relative information score
1310.9631
Mean absolute error
0.124
Mean prior absolute error
0.1681
Number of instances
3360
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7179
Per class
Predictive accuracy
0.7262
Prior entropy
1.5466
Recall
0.7262
Per class
Relative absolute error
0.7377
Root mean prior squared error
0.2883
Root mean squared error
0.2302
Root relative squared error
0.7984
SciMark benchmark
1327.8711
UserCPU time millis
4750
UserCPU time millis testing
160
UserCPU time millis training
4590