Run
8674

Run 8674

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)_K6
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
0.9203
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7991
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6359
Cross-validation details (10-fold Crossvalidation)
KB relative information score
80.021
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1307
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
0.7898
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
0.4882
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2519
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.692
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.0106[559.94883937717861015.7906865781697480.2065271424506907.38658326225751761.7204843045454]