DEVELOPMENT... OpenML
Run
96589

Run 96589

Task 3848 (Supervised Classification) squash-unstored Uploaded 08-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I10
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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
0.5729
Per class
Build CPU time
0.0066
Build memory
188286667.6923
F measure
0.593
Per class
Kappa
0.1802
KB relative information score
3.6182
Mean absolute error
0.4679
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5938
Per class
Predictive accuracy
0.5962
Prior entropy
0.996
Recall
0.5962
Per class
Relative absolute error
0.9412
Root mean prior squared error
0.4985
Root mean squared error
0.5241
Root relative squared error
1.0513
SciMark benchmark
933.4176