DEVELOPMENT... OpenML
Run
104283

Run 104283

Task 3848 (Supervised Classification) squash-unstored 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
0.8586
Per class
Build CPU time
0.0198
Build memory
953181398
F measure
0.8077
Per class
Kappa
0.6131
KB relative information score
14.76
Mean absolute error
0.3772
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8077
Per class
Predictive accuracy
0.8077
Prior entropy
0.996
Recall
0.8077
Per class
Relative absolute error
0.7587
Root mean prior squared error
0.4985
Root mean squared error
0.4089
Root relative squared error
0.8202
SciMark benchmark
945.8601