Run
15547

Run 15547

Task 2073 (Supervised Classification) yeast Uploaded 04-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_IBk(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(1)_I80
weka.Bagging_IBk(1)_P100
weka.Bagging_IBk(1)_S1
weka.Bagging_IBk(1)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(1)_num-slots1
weka.IBk(1)_Atrue
weka.IBk(1)_K1
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
0.7913
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5269
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3909
Cross-validation details (10-fold Crossvalidation)
KB relative information score
709.1215
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0982
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1555
Cross-validation details (10-fold Crossvalidation)
Number of instances
1484
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
0.5276
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5283
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.5283
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6312
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2622
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9406
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
939.4084[536.35934497903171014.7209476623404483.44967579697345909.27509318503251753.2370197795062]