DEVELOPMENT... OpenML
Run
82980

Run 82980

Task 3923 (Supervised Classification) datatrieve 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
0.7066
Per class
Build CPU time
0.0876
Build memory
2149947468
F measure
0.8749
Per class
KB relative information score
-22.3312
Mean absolute error
0.1498
Mean prior absolute error
0.1601
Number of instances
130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8379
Per class
Predictive accuracy
0.9154
Prior entropy
0.4395
Recall
0.9154
Per class
Relative absolute error
0.9351
Root mean prior squared error
0.2784
Root mean squared error
0.273
Root relative squared error
0.9806
SciMark benchmark
945.7067