Run
475475

Run 475475

Task 282 (Supervised Classification) heart-statlog Uploaded 28-10-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_Discretize_J48(4)Weka implementation of FilteredClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.FilteredClassifier_Discretize_J48(4)_Fweka.filters.supervised.attribute.Discretize
weka.FilteredClassifier_Discretize_J48(4)_Wweka.classifiers.trees.J48
weka.Discretize(3)_Rfirst-last
weka.Discretize(3)_precision6

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.

22 Evaluation measures

Area under ROC curve
0.7902
Per class
Cross-validation details (33% Holdout set)
F measure
0.797
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5938
Cross-validation details (33% Holdout set)
KB relative information score
43.9201
Cross-validation details (33% Holdout set)
Mean absolute error
0.2701
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4981
Cross-validation details (33% Holdout set)
Number of instances
89
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
0.7996
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7978
Cross-validation details (33% Holdout set)
Prior entropy
0.9912
Cross-validation details (33% Holdout set)
Recall
0.7978
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5422
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5012
Cross-validation details (33% Holdout set)
Root mean squared error
0.4288
Cross-validation details (33% Holdout set)
Root relative squared error
0.8556
Cross-validation details (33% Holdout set)
SciMark benchmark
906.0979