Run
10013

Run 10013

Task 18 (Supervised Classification) mfeat-morphological Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.OneR(1)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(1)_B10

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
0.7161
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4791
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4322
Cross-validation details (10-fold Crossvalidation)
KB relative information score
931.2358
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1022
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
0.4806
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.489
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.489
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5678
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3197
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0656
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
878.733[560.4886395932788881.0950965109488484.5405689113658885.92088610811781581.6198160243612]