DEVELOPMENT... OpenML
Run
82421

Run 82421

Task 3544 (Supervised Classification) analcatdata_broadwaymult 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)_I80
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
0.4249
Per class
Build CPU time
0.1096
Build memory
204373387.7614
F measure
0.2129
Per class
Kappa
-0.0633
KB relative information score
20.9274
Mean absolute error
0.2271
Mean prior absolute error
0.2203
Number of instances
285
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2084
Per class
Predictive accuracy
0.2246
Prior entropy
2.4897
Recall
0.2246
Per class
Relative absolute error
1.0309
Root mean prior squared error
0.3314
Root mean squared error
0.3927
Root relative squared error
1.1848
SciMark benchmark
946.7087

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