Run
161235

Run 161235

Task 74 (Learning Curve) breast-w Uploaded 15-02-2015 by Manuel Martin Salvador
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_PrincipalComponents_Ranker_J48(1)Weka implementation of AttributeSelectedClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.AttributeSelectedClassifier_PrincipalComponents_Ranker_J48(1)_Eweka.attributeSelection.PrincipalComponents
weka.AttributeSelectedClassifier_PrincipalComponents_Ranker_J48(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_PrincipalComponents_Ranker_J48(1)_Wweka.classifiers.trees.J48
weka.PrincipalComponents(11)_R0.95
weka.PrincipalComponents(11)_A5
weka.Ranker(2)_T-1.7976931348623157E308
weka.Ranker(2)_N-1

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
0.9673 ± 0.0241
Per class
F measure
0.9669 ± 0.0222
Per class
Kappa
0.9271 ± 0.0486
KB relative information score
0.8955 ± 0.045
Mean absolute error
0.0505 ± 0.0188
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
6990
Per class
OS information
[Oracle Corporation, 1.7.0_76, i386, Linux, 3.2.0-4-686-pae]
Precision
0.9677 ± 0.0209
Per class
Predictive accuracy
0.9667 ± 0.0224
Prior entropy
0.9293 ± 0.0041
Recall
0.9667 ± 0.0224
Per class
Relative absolute error
0.1117 ± 0.0415
Root mean prior squared error
0.4753 ± 0.0014
Root mean squared error
0.1748 ± 0.061
Root relative squared error
0.3677 ± 0.1283
SciMark benchmark
1203.5061
UserCPU time millis
10
UserCPU time millis training
10