Run
580427

Run 580427

Task 41 (Supervised Classification) soybean Uploaded 06-06-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_Dagging_DecisionStump(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_Dagging_DecisionStump(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_Dagging_DecisionStump(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_Dagging_DecisionStump(1)_Wweka.classifiers.meta.Dagging
weka.Dagging_DecisionStump(4)_F10
weka.Dagging_DecisionStump(4)_S1
weka.Dagging_DecisionStump(4)_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
0.8497
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2339
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2474
Cross-validation details (10-fold Crossvalidation)
KB relative information score
220.4302
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0826
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_101, amd64, Linux, 3.13.0-86-generic]
Precision
0.2185
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.328
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.328
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8597
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2021
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9225
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1644.2689
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)