DEVELOPMENT... OpenML
Run
83184

Run 83184

Task 3779 (Supervised Classification) fri_c3_100_5 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
0.8624
Per class
Build CPU time
0.0548
Build memory
1125241359.2
F measure
0.7593
Per class
Kappa
0.5106
KB relative information score
35.9933
Mean absolute error
0.3318
Mean prior absolute error
0.4929
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7592
Per class
Predictive accuracy
0.76
Prior entropy
0.99
Recall
0.76
Per class
Relative absolute error
0.6731
Root mean prior squared error
0.4964
Root mean squared error
0.3885
Root relative squared error
0.7827
SciMark benchmark
946.7087

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