DEVELOPMENT... OpenML
Run
103821

Run 103821

Task 20 (Supervised Classification) mfeat-pixel 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
0.9959
Per class
Build CPU time
0.951
Build memory
254453684.8
F measure
0.9639
Per class
Kappa
0.96
KB relative information score
1524.5644
Mean absolute error
0.077
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9643
Per class
Predictive accuracy
0.964
Prior entropy
3.3219
Recall
0.964
Per class
Relative absolute error
0.4277
Root mean prior squared error
0.3
Root mean squared error
0.1482
Root relative squared error
0.494
SciMark benchmark
945.4776