DEVELOPMENT... OpenML
Run
104346

Run 104346

Task 3915 (Supervised Classification) kc3 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
0.8362
Per class
Build CPU time
0.1617
Build memory
105782223.7729
F measure
0.8703
Per class
Kappa
0.1089
KB relative information score
-95.7213
Mean absolute error
0.1405
Mean prior absolute error
0.1716
Number of instances
458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8582
Per class
Predictive accuracy
0.8974
Prior entropy
0.4551
Recall
0.8974
Per class
Relative absolute error
0.8189
Root mean prior squared error
0.2917
Root mean squared error
0.2746
Root relative squared error
0.9414
SciMark benchmark
941.6217