Run
26589

Run 26589

Task 282 (Supervised Classification) heart-statlog Uploaded 08-10-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.J48(3)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.8109
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.002
Cross-validation details (33% Holdout set)
Build memory
1389773392
Cross-validation details (33% Holdout set)
F measure
0.7737
Per class
Cross-validation details (33% Holdout set)
Kappa
0.548
Cross-validation details (33% Holdout set)
KB relative information score
48.7169
Cross-validation details (33% Holdout set)
Mean absolute error
0.2298
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
0.7794
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7753
Cross-validation details (33% Holdout set)
Prior entropy
0.9912
Cross-validation details (33% Holdout set)
Recall
0.7753
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4613
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5012
Cross-validation details (33% Holdout set)
Root mean squared error
0.4467
Cross-validation details (33% Holdout set)
Root relative squared error
0.8912
Cross-validation details (33% Holdout set)
SciMark benchmark
943.8867