Run
577862

Run 577862

Task 53 (Supervised Classification) vehicle Uploaded 03-06-2016 by Jan van Rijn
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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
0.6446
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3106
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2028
Cross-validation details (10-fold Crossvalidation)
KB relative information score
167.3569
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3376
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
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
0.2818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3972
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.3972
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9006
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4111
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9495
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1465.719
UserCPU time millis
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10-fold Crossvalidation)