DEVELOPMENT... OpenML
Run
83228

Run 83228

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)_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
0.4362
Per class
Build CPU time
0.1811
Build memory
1928736129.6842
F measure
0.2374
Per class
Kappa
-0.0257
KB relative information score
21.5209
Mean absolute error
0.2266
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
0.2239
Per class
Predictive accuracy
0.2596
Prior entropy
2.4897
Recall
0.2596
Per class
Relative absolute error
1.0288
Root mean prior squared error
0.3314
Root mean squared error
0.3926
Root relative squared error
1.1845
SciMark benchmark
938.5838