DEVELOPMENT... OpenML
Run
78467

Run 78467

Task 3550 (Supervised Classification) analcatdata_asbestos 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
0.822
Per class
Build CPU time
1.3725
Build memory
1799744402.3133
F measure
0.8072
Per class
Kappa
0.6099
KB relative information score
38.7414
Mean absolute error
0.2756
Mean prior absolute error
0.4943
Number of instances
83
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8072
Per class
Predictive accuracy
0.8072
Prior entropy
0.9919
Recall
0.8072
Per class
Relative absolute error
0.5576
Root mean prior squared error
0.4971
Root mean squared error
0.4027
Root relative squared error
0.8103
SciMark benchmark
930.6943