DEVELOPMENT... OpenML
Run
103919

Run 103919

Task 1819 (Supervised Classification) vote 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
0.9909
Per class
Build CPU time
0.0581
Build memory
53545362.6814
F measure
0.9568
Per class
Kappa
0.9091
KB relative information score
1838.4586
Mean absolute error
0.0798
Mean prior absolute error
0.4742
Number of instances
2175
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.957
Per class
Predictive accuracy
0.9568
Prior entropy
0.9627
Recall
0.9568
Per class
Relative absolute error
0.1682
Root mean prior squared error
0.4869
Root mean squared error
0.1854
Root relative squared error
0.3808
SciMark benchmark
946.05