DEVELOPMENT... OpenML
Run
82714

Run 82714

Task 3859 (Supervised Classification) prnn_fglass 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
0.8519
Per class
Build CPU time
0.1536
Build memory
146956132.5234
F measure
0.8038
Per class
Kappa
0.565
KB relative information score
74.4433
Mean absolute error
0.3104
Mean prior absolute error
0.4584
Number of instances
214
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8058
Per class
Predictive accuracy
0.8084
Prior entropy
0.9397
Recall
0.8084
Per class
Relative absolute error
0.677
Root mean prior squared error
0.4786
Root mean squared error
0.3851
Root relative squared error
0.8046
SciMark benchmark
943.2048