Run
580826

Run 580826

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 06-06-2016 by Jan van Rijn
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Flow

weka.Bagging_OneR(13)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.OneR(18)_B6
weka.Bagging_OneR(13)_P100
weka.Bagging_OneR(13)_S1
weka.Bagging_OneR(13)_num-slots1
weka.Bagging_OneR(13)_I10
weka.Bagging_OneR(13)_Wweka.classifiers.rules.OneR

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
0.7323
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2992
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2333
Cross-validation details (10-fold Crossvalidation)
KB relative information score
678.7892
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.141
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
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.3013
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.31
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.31
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7834
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.305
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0167
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1245.3753
UserCPU time millis
440
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
440
Cross-validation details (10-fold Crossvalidation)