DEVELOPMENT... OpenML
Run
186664

Run 186664

Task 3534 (Supervised Classification) ohscal.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
0.9611
Per class
F measure
0.7184
Per class
Kappa
0.6944
KB relative information score
5013.1669
Mean absolute error
0.1373
Mean prior absolute error
0.1787
Number of instances
11162
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7315
Per class
Predictive accuracy
0.7281
Prior entropy
3.2759
Recall
0.7281
Per class
Relative absolute error
0.768
Root mean prior squared error
0.2989
Root mean squared error
0.2405
Root relative squared error
0.8044
SciMark benchmark
1301.9956
UserCPU time millis
440010
UserCPU time millis testing
13140
UserCPU time millis training
426870