Run
72113

Run 72113

Task 280 (Supervised Classification) heart-h Uploaded 01-12-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I20
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.7988
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.007
Cross-validation details (33% Holdout set)
Build memory
691407160
Cross-validation details (33% Holdout set)
F measure
0.7963
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5502
Cross-validation details (33% Holdout set)
KB relative information score
48.6189
Cross-validation details (33% Holdout set)
Mean absolute error
0.0845
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8046
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8041
Cross-validation details (33% Holdout set)
Prior entropy
1.0314
Cross-validation details (33% Holdout set)
Recall
0.8041
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4527
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3038
Cross-validation details (33% Holdout set)
Root mean squared error
0.2591
Cross-validation details (33% Holdout set)
Root relative squared error
0.853
Cross-validation details (33% Holdout set)
SciMark benchmark
938.3567