DEVELOPMENT... OpenML
Run
104359

Run 104359

Task 3890 (Supervised Classification) ada_prior 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
0.8771
Per class
Build CPU time
0.9826
Build memory
448451805.6151
F measure
0.8228
Per class
Kappa
0.5128
KB relative information score
1714.2239
Mean absolute error
0.2216
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8209
Per class
Predictive accuracy
0.8284
Prior entropy
0.8085
Recall
0.8284
Per class
Relative absolute error
0.5937
Root mean prior squared error
0.4319
Root mean squared error
0.3429
Root relative squared error
0.7939
SciMark benchmark
943.1817