Run
499302

Run 499302

Task 48 (Supervised Classification) heart-c Uploaded 06-12-2015 by Casey Davis
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.DecisionStump(5)Weka implementation of DecisionStump

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
0.6973
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7356
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4665
Cross-validation details (10-fold Crossvalidation)
KB relative information score
83.1903
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1497
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2004
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_79, amd64, Linux, 3.13.0-62-generic]
Precision
0.7355
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.736
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (10-fold Crossvalidation)
Recall
0.736
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7471
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2821
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8955
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
479.2609