OpenML
14646

Run 14646

Task 53 (Supervised Classification) vehicle Uploaded 23-05-2014 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)_K3
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
0.8782
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7072
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6137
Cross-validation details (10-fold Crossvalidation)
KB relative information score
540.5498
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1633
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
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
0.7044
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7104
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.7104
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3161
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7303
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.2778[560.66879002876651012.8541891899986483.0147548568529910.85475360997441763.996579689319]