Run
10000

Run 10000

Task 10 (Supervised Classification) lymph 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)_K5
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
0.9221
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7998
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6392
Cross-validation details (10-fold Crossvalidation)
KB relative information score
83.5927
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1252
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
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
0.785
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8176
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.8176
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2509
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6893
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
911.4554[563.74938041721711014.9881711071126484.7593072718849913.07556704216551580.7043282001455]
Total cost