Run
558757

Run 558757

Task 2372 (Supervised Classification) lung-cancer Uploaded 15-04-2016 by Martijn Post
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_IBk(1)Weka implementation of AttributeSelectedClassifier
weka.IBk(7)_K1
weka.IBk(7)_W0
weka.IBk(7)_Atrue
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_IBk(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_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
0.5407
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3766
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0519
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4.8356
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4125
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4393
Cross-validation details (10-fold Crossvalidation)
Number of instances
32
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.3799
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.375
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.57
Cross-validation details (10-fold Crossvalidation)
Recall
0.375
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.939
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5999
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2807
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1744.8652