DEVELOPMENT... OpenML
Run
79597

Run 79597

Task 27 (Supervised Classification) colic Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I40
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_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
0.9026
Per class
Build CPU time
0.14
Build memory
130878689.6087
F measure
0.8601
Per class
Kappa
0.6975
KB relative information score
174.9915
Mean absolute error
0.2633
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8604
Per class
Predictive accuracy
0.8614
Prior entropy
0.9509
Recall
0.8614
Per class
Relative absolute error
0.5649
Root mean prior squared error
0.4827
Root mean squared error
0.3367
Root relative squared error
0.6976
SciMark benchmark
946.5543