Run
10221

Run 10221

Task 26 (Supervised Classification) nursery Uploaded 22-05-2014 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)_C0.25
weka.J48(1)_M15

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
0.9919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9421
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9158
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11695.9084
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0316
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
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
0.942
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9426
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9426
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1159
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3462
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.6122[568.34168678655021015.7906865781697483.88543266528814909.90626928802961765.136766288487]