Run
12640

Run 12640

Task 26 (Supervised Classification) nursery Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.05
weka.J48(1)_M2

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
0.9946
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9574
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9399
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12041.0156
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0224
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
0.9582
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9592
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9592
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0819
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1108
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2998
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.6189[564.114047767191016.0585376856843484.7593072718849913.71210817040291759.4502550697425]