Run
18092

Run 18092

Task 20 (Supervised Classification) mfeat-pixel Uploaded 10-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_OneR(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(1)_I160
weka.Bagging_OneR(1)_P100
weka.Bagging_OneR(1)_S1
weka.Bagging_OneR(1)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(1)_num-slots1
weka.OneR(1)_B6

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
0.8688
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2333
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2394
Cross-validation details (10-fold Crossvalidation)
KB relative information score
575.7414
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1553
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
0.4301
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3155
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.3155
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8628
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.929
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.7868[569.26915858038541015.7907504114269483.88543266528814910.53839766977511759.4502550697425]