Run
59577

Run 59577

Task 280 (Supervised Classification) heart-h Uploaded 15-11-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I10
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.8834
Per class
Cross-validation details (33% Holdout set)
Build CPU time
4.144
Cross-validation details (33% Holdout set)
Build memory
66241800
Cross-validation details (33% Holdout set)
F measure
0.8081
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5766
Cross-validation details (33% Holdout set)
KB relative information score
45.2677
Cross-validation details (33% Holdout set)
Mean absolute error
0.0953
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.1867
Cross-validation details (33% Holdout set)
Number of instances
97
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8145
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8144
Cross-validation details (33% Holdout set)
Prior entropy
1.0314
Cross-validation details (33% Holdout set)
Recall
0.8144
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5102
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3038
Cross-validation details (33% Holdout set)
Root mean squared error
0.2337
Cross-validation details (33% Holdout set)
Root relative squared error
0.7695
Cross-validation details (33% Holdout set)
SciMark benchmark
1212.2248