DEVELOPMENT... OpenML
Run
78332

Run 78332

Task 3690 (Supervised Classification) boston_corrected Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I160
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
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
0.9435
Per class
Build CPU time
13.0089
Build memory
1865904838.9407
F measure
0.8555
Per class
Kappa
0.7067
KB relative information score
315.1893
Mean absolute error
0.1983
Mean prior absolute error
0.493
Number of instances
506
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8555
Per class
Predictive accuracy
0.8557
Prior entropy
0.9899
Recall
0.8557
Per class
Relative absolute error
0.4022
Root mean prior squared error
0.4965
Root mean squared error
0.304
Root relative squared error
0.6124
SciMark benchmark
902.9034