DEVELOPMENT... OpenML
Run
103996

Run 103996

Task 3500 (Supervised Classification) squash-unstored Uploaded 08-12-2014 by Felicia West
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_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.

21 Evaluation measures

Area under ROC curve
0.8876
Per class
Build CPU time
0.0147
Build memory
1112606612
F measure
0.7215
Per class
Kappa
0.5357
KB relative information score
18.8435
Mean absolute error
0.277
Mean prior absolute error
0.3823
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6996
Per class
Predictive accuracy
0.75
Prior entropy
1.3486
Recall
0.75
Per class
Relative absolute error
0.7246
Root mean prior squared error
0.4353
Root mean squared error
0.3455
Root relative squared error
0.7937
SciMark benchmark
912.1058