Run
499306

Run 499306

Task 54 (Supervised Classification) hepatitis 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
0.6909
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7101
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0225
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2.4258
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2805
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_79, amd64, Linux, 3.13.0-62-generic]
Precision
0.7005
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7871
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.7871
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8505
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9943
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
479.2609