Run
16645

Run 16645

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)_I40
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
0.786
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5324
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3984
Cross-validation details (10-fold Crossvalidation)
KB relative information score
708.6037
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0981
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
0.5333
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5337
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.5337
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6307
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2627
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9424
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
918.9064[548.6759026168116988.1820916309184462.8197650416175887.12015826798531707.7340248615362]