Run
552443

Run 552443

Task 3915 (Supervised Classification) kc3 Uploaded 09-04-2016 by Martijn Post
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • study_15 study_20 weka weka_3.7.13
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_MultilayerPerceptr on(3)Weka implementation of AttributeSelectedClassifier
weka.MultilayerPerceptron(4)_L0.3
weka.MultilayerPerceptron(4)_M0.2
weka.MultilayerPerceptron(4)_N500
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_H1
weka.CfsSubsetEval(5)_P1
weka.CfsSubsetEval(5)_E1
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_MultilayerPerceptron(3)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_MultilayerPerceptron(3)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_MultilayerPerceptron(3)_Wweka.classifiers.functions.MultilayerPerceptron

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
0.7283
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8755
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1606
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-56.1951
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1527
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1716
Cross-validation details (10-fold Crossvalidation)
Number of instances
458
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.8655
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8974
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4551
Cross-validation details (10-fold Crossvalidation)
Recall
0.8974
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8902
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2917
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2817
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9657
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1788.6668
UserCPU time millis
140.625
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
140.625
Cross-validation details (10-fold Crossvalidation)