DEVELOPMENT... OpenML
Run
82731

Run 82731

Task 3605 (Supervised Classification) sleep 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
0.7079
Per class
Build CPU time
0.0551
Build memory
483828765.6774
F measure
0.7378
Per class
Kappa
0.4751
KB relative information score
12.8228
Mean absolute error
0.4134
Mean prior absolute error
0.498
Number of instances
62
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7482
Per class
Predictive accuracy
0.7419
Prior entropy
0.9972
Recall
0.7419
Per class
Relative absolute error
0.8301
Root mean prior squared error
0.499
Root mean squared error
0.4597
Root relative squared error
0.9214
SciMark benchmark
941.3563