DEVELOPMENT... OpenML
Run
103838

Run 103838

Task 30 (Supervised Classification) page-blocks 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
0.9909
Per class
Build CPU time
1.906
Build memory
690101867.4292
F measure
0.9757
Per class
Kappa
0.8719
KB relative information score
4335.5252
Mean absolute error
0.0158
Mean prior absolute error
0.0762
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9756
Per class
Predictive accuracy
0.9762
Prior entropy
0.6391
Recall
0.9762
Per class
Relative absolute error
0.2081
Root mean prior squared error
0.1949
Root mean squared error
0.0887
Root relative squared error
0.4552
SciMark benchmark
936.8525