Run
8736

Run 8736

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)_K13
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
0.8495
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6047
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4861
Cross-validation details (10-fold Crossvalidation)
KB relative information score
83.5169
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1633
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
0.6125
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6098
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.6098
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7392
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2837
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8552
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.5971[569.64095994657931015.7907504114269480.2065783455664915.62699156216381761.7203488120049]