DEVELOPMENT... OpenML
Run
186356

Run 186356

Task 4328 (Supervised Classification) meta 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
0.9176
Per class
F measure
0.8702
Per class
Kappa
0.1545
KB relative information score
14.2359
Mean absolute error
0.1424
Mean prior absolute error
0.1848
Number of instances
5280
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8924
Per class
Predictive accuracy
0.9047
Prior entropy
0.4808
Recall
0.9047
Per class
Relative absolute error
0.7707
Root mean prior squared error
0.303
Root mean squared error
0.2556
Root relative squared error
0.8435
SciMark benchmark
825.5282
UserCPU time millis
90
UserCPU time millis testing
10
UserCPU time millis training
80