DEVELOPMENT... OpenML
Run
82140

Run 82140

Task 54 (Supervised Classification) hepatitis 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
0.8379
Per class
Build CPU time
0.0964
Build memory
1519368498.3226
F measure
0.7851
Per class
Kappa
0.2893
KB relative information score
28.9022
Mean absolute error
0.2539
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7871
Per class
Predictive accuracy
0.8129
Prior entropy
0.7418
Recall
0.8129
Per class
Relative absolute error
0.7697
Root mean prior squared error
0.4048
Root mean squared error
0.3489
Root relative squared error
0.8621
SciMark benchmark
945.7067