Run
6727

Run 6727

Task 35 (Supervised Classification) dermatology Uploaded 15-05-2014 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)_K2
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
0.9857
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.962
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9521
Cross-validation details (10-fold Crossvalidation)
KB relative information score
343.724
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0213
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2664
Cross-validation details (10-fold Crossvalidation)
Number of instances
366
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
0.9628
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9617
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4378
Cross-validation details (10-fold Crossvalidation)
Recall
0.9617
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0799
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.308
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.8659[569.45495425014451015.2555353338006484.75925509327664909.2750179897271760.5845701777503]