Run
580142

Run 580142

Task 30 (Supervised Classification) page-blocks Uploaded 06-06-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_DecisionStump(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_DecisionStump(3)_P100
weka.Bagging_DecisionStump(3)_S1
weka.Bagging_DecisionStump(3)_num-slots1
weka.Bagging_DecisionStump(3)_I10
weka.Bagging_DecisionStump(3)_Wweka.classifiers.trees.DecisionStump

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
0.7451
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5795
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1779.6282
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0491
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
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
0.8941
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9313
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9313
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6446
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1572
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8066
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1332.3533
UserCPU time millis
120
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
110
Cross-validation details (10-fold Crossvalidation)