Run
6060448

Run 6060448

Task 26 (Supervised Classification) nursery Uploaded 03-08-2017 by Miguel Cachada
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Flow

weka.PART(6)Eibe Frank, Ian H. Witten: Generating Accurate Rule Sets Without Global Optimization. In: Fifteenth International Conference on Machine Learning, 144-151, 1998.
weka.PART(6)_M1
weka.PART(6)_Rtrue
weka.PART(6)_N2
weka.PART(6)_Btrue
weka.PART(6)_Q1

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
0.9945
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9884
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9832
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12730.0104
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0051
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9884
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9885
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9885
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0188
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0653
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1768
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1457.4511
UserCPU time millis
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
40
Cross-validation details (10-fold Crossvalidation)