Run
555221

Run 555221

Task 3986 (Supervised Classification) AP_Prostate_Ovary Uploaded 13-04-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
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
0.9993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.985
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9609
Cross-validation details (10-fold Crossvalidation)
KB relative information score
252.8865
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0202
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3842
Cross-validation details (10-fold Crossvalidation)
Number of instances
267
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.985
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.985
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8271
Cross-validation details (10-fold Crossvalidation)
Recall
0.985
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0526
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4378
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1087
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2484
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1153.305
UserCPU time millis
64890
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
64860
Cross-validation details (10-fold Crossvalidation)