DEVELOPMENT... OpenML
Run
83190

Run 83190

Task 3784 (Supervised Classification) analcatdata_seropositive 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
0.9712
Per class
Build CPU time
0.0394
Build memory
1072337491.7576
F measure
0.954
Per class
Kappa
0.8978
KB relative information score
102.1985
Mean absolute error
0.1133
Mean prior absolute error
0.4548
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9555
Per class
Predictive accuracy
0.9545
Prior entropy
0.9347
Recall
0.9545
Per class
Relative absolute error
0.2492
Root mean prior squared error
0.4765
Root mean squared error
0.2168
Root relative squared error
0.455
SciMark benchmark
946.7087