DEVELOPMENT... OpenML
Run
103909

Run 103909

Task 1780 (Supervised Classification) mfeat-karhunen 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
0.9965
Per class
Build CPU time
0.973
Build memory
635171556
F measure
0.9511
Per class
Kappa
0.9457
KB relative information score
7698.3619
Mean absolute error
0.0735
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9513
Per class
Predictive accuracy
0.9511
Prior entropy
3.3219
Recall
0.9511
Per class
Relative absolute error
0.4085
Root mean prior squared error
0.3
Root mean squared error
0.146
Root relative squared error
0.4867
SciMark benchmark
942.4411