Run
7170

Run 7170

Task 12 (Supervised Classification) mfeat-factors 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)_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
0.9969
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9549
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.95
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1894.0187
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0159
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
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
0.9553
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.955
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.955
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0883
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0823
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2742
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.537[561.57132520995071015.2555353338006483.0147548568529908.95983339136731758.8835103978397]