Run
11408

Run 11408

Task 18 (Supervised Classification) mfeat-morphological 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)_K4
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
0.9349
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7121
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6844
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1518.6615
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0633
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
0.7168
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.716
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.716
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3515
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1966
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6552
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
921.635[564.4791436463812895.0092447130635483.6674820550281914.03074966105571750.9885882679507]