DEVELOPMENT... OpenML
Run
78108

Run 78108

Task 1806 (Supervised Classification) haberman 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
0.6362
Per class
Build CPU time
2.5962
Build memory
825087640
F measure
0.6751
Per class
Kappa
0.1291
KB relative information score
50.4251
Mean absolute error
0.3479
Mean prior absolute error
0.39
Number of instances
1530
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6642
Per class
Predictive accuracy
0.6961
Prior entropy
0.836
Recall
0.6961
Per class
Relative absolute error
0.8921
Root mean prior squared error
0.4412
Root mean squared error
0.4528
Root relative squared error
1.0263
SciMark benchmark
941.6205