Run
7116

Run 7116

Task 9 (Supervised Classification) autos Uploaded 21-05-2014 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)_K4
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
0.8763
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.65
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5409
Cross-validation details (10-fold Crossvalidation)
KB relative information score
120.9936
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1148
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
0.6599
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6439
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.6439
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5198
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2596
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7825
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
898.2721[558.8723522008845879.4865456047008480.6364546036713913.39376464446721658.9712155438865]