Run
9203

Run 9203

Task 9 (Supervised Classification) autos 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)_K11
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
0.8539
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5794
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4528
Cross-validation details (10-fold Crossvalidation)
KB relative information score
88.2848
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1584
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
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
0.5804
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5854
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.5854
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7171
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2814
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8482
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
917.7964[561.029481566851864.1053773625551483.667533998868912.7575910626911767.4218398162996]