Run
9195

Run 9195

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

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K8
weka.IBk(1)_W0

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
0.9994
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9812
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9749
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10151.8021
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0858
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
0.9831
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9829
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9829
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3143
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1463
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3961
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.0992[565.0277180558361003.6224224327092483.449727694041910.53839766977511762.8577294742872]