DEVELOPMENT... OpenML
Run
82944

Run 82944

Task 3913 (Supervised Classification) kc2 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
0.8183
Per class
Build CPU time
0.6688
Build memory
909235218.3295
F measure
0.8344
Per class
Kappa
0.4627
KB relative information score
139.9045
Mean absolute error
0.2207
Mean prior absolute error
0.3266
Number of instances
522
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8342
Per class
Predictive accuracy
0.8467
Prior entropy
0.734
Recall
0.8467
Per class
Relative absolute error
0.6759
Root mean prior squared error
0.4037
Root mean squared error
0.3367
Root relative squared error
0.834
SciMark benchmark
941.3563