Run
570291

Run 570291

Task 34538 (Supervised Classification) MiceProtein Uploaded 01-05-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_IBk(1)Weka implementation of AttributeSelectedClassifier
weka.IBk(7)_K2
weka.IBk(7)_W0
weka.IBk(7)_Atrue
weka.AttributeSelectedClassifier_IBk(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_IBk(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_IBk(1)_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
0.9885
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7977
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.779
Cross-validation details (10-fold Crossvalidation)
KB relative information score
935.8369
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0499
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2185
Cross-validation details (10-fold Crossvalidation)
Number of instances
1080
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
0.8593
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8074
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9931
Cross-validation details (10-fold Crossvalidation)
Recall
0.8074
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2283
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3305
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1578
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.015
UserCPU time millis
490
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
390
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
100
Cross-validation details (10-fold Crossvalidation)