OpenML
580183

Run 580183

Task 28 (Supervised Classification) optdigits Uploaded 06-06-2016 by Jan van Rijn
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Flow

weka.Bagging_IBk(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.IBk(7)_K1
weka.IBk(7)_W0
weka.IBk(7)_Atrue
weka.Bagging_IBk(3)_P100
weka.Bagging_IBk(3)_S1
weka.Bagging_IBk(3)_num-slots1
weka.Bagging_IBk(3)_I10
weka.Bagging_IBk(3)_Wweka.classifiers.lazy.IBk

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9958
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.987
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9856
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5542.4882
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0034
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_101, amd64, Linux, 3.13.0-86-generic]
Precision
0.9871
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.987
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.987
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0186
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0472
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1572
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1950.7397
UserCPU time millis
38980
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
38970
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)