Run
4746327

Run 4746327

Task 24 (Supervised Classification) mushroom Uploaded 07-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_MultiBoostAB_DecisionStump(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_MultiBoostAB_DecisionStump(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_MultiBoostAB_DecisionStump(1)_Wweka.classifiers.meta.MultiBoostAB
weka.MultiBoostAB_DecisionStump(5)_C3
weka.MultiBoostAB_DecisionStump(5)_P100
weka.MultiBoostAB_DecisionStump(5)_S1
weka.MultiBoostAB_DecisionStump(5)_I10
weka.MultiBoostAB_DecisionStump(5)_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
0.9812
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9635
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.927
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7134.5106
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0642
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
8124
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9638
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9636
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.9636
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1287
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2031
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4065
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1466.6374
UserCPU time millis
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10-fold Crossvalidation)