DEVELOPMENT... OpenML
Run
83132

Run 83132

Task 3754 (Supervised Classification) sleuth_case1202 Uploaded 02-12-2014 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)_I160
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
0.8238
Per class
Build CPU time
0.045
Build memory
2662447652.7312
F measure
0.8514
Per class
Kappa
0.7011
KB relative information score
49.1623
Mean absolute error
0.2325
Mean prior absolute error
0.475
Number of instances
93
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8815
Per class
Predictive accuracy
0.8495
Prior entropy
0.9645
Recall
0.8495
Per class
Relative absolute error
0.4893
Root mean prior squared error
0.4871
Root mean squared error
0.3564
Root relative squared error
0.7316
SciMark benchmark
943.4766