Run
11162

Run 11162

Task 40 (Supervised Classification) glass 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)_K12
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
0.8605
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4524
Cross-validation details (10-fold Crossvalidation)
KB relative information score
105.3207
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1261
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
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
0.5588
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6122
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.6122
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5959
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2623
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8085
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
929.8798[566.3119101318733916.724552687209483.8854846559526915.62691531260941766.8499488170112]