Run
6970

Run 6970

Task 54 (Supervised Classification) hepatitis Uploaded 21-05-2014 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(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.1
weka.J48(1)_M5

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.6059
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7703
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2403
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.5746
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2701
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7676
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.8
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8189
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3871
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9564
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
925.0728[559.5895783704208912.8161782501761483.0147548568529912.75766683510371757.1857345400422]