Run
580612

Run 580612

Task 12 (Supervised Classification) mfeat-factors Uploaded 06-06-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_MultiBoostAB_IBk(1)Weka implementation of AttributeSelectedClassifier
weka.IBk(7)_K1
weka.IBk(7)_W0
weka.IBk(7)_Atrue
weka.AttributeSelectedClassifier_MultiBoostAB_IBk(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_MultiBoostAB_IBk(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_MultiBoostAB_IBk(1)_Wweka.classifiers.meta.MultiBoostAB
weka.MultiBoostAB_IBk(3)_C3
weka.MultiBoostAB_IBk(3)_P100
weka.MultiBoostAB_IBk(3)_S1
weka.MultiBoostAB_IBk(3)_I10
weka.MultiBoostAB_IBk(3)_Wweka.classifiers.lazy.IBk

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
0.9659
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9622
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1924.728
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0078
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, 1.7.0_101, amd64, Linux, 3.13.0-86-generic]
Precision
0.966
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.966
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.966
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0431
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0823
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2742
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1807.6298
UserCPU time millis
2390
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
830
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1560
Cross-validation details (10-fold Crossvalidation)