DEVELOPMENT... OpenML
Run
104365

Run 104365

Task 3917 (Supervised Classification) kc1 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
0.8301
Per class
Build CPU time
0.7796
Build memory
549167339.266
F measure
0.8486
Per class
Kappa
0.3687
KB relative information score
254.8624
Mean absolute error
0.1887
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.847
Per class
Predictive accuracy
0.8658
Prior entropy
0.622
Recall
0.8658
Per class
Relative absolute error
0.7215
Root mean prior squared error
0.3615
Root mean squared error
0.32
Root relative squared error
0.8851
SciMark benchmark
943.7068