DEVELOPMENT... OpenML
Run
104174

Run 104174

Task 3722 (Supervised Classification) hungarian 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
0.8862
Per class
Build CPU time
0.0602
Build memory
1067257377.034
F measure
0.8137
Per class
Kappa
0.5916
KB relative information score
140.7007
Mean absolute error
0.2453
Mean prior absolute error
0.4614
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8139
Per class
Predictive accuracy
0.8163
Prior entropy
0.9439
Recall
0.8163
Per class
Relative absolute error
0.5318
Root mean prior squared error
0.4802
Root mean squared error
0.3589
Root relative squared error
0.7474
SciMark benchmark
938.6628