Run
574642

Run 574642

Task 26 (Supervised Classification) nursery Uploaded 31-05-2016 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.Bagging_HyperPipes(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_HyperPipes(1)_P100
weka.Bagging_HyperPipes(1)_S1
weka.Bagging_HyperPipes(1)_num-slots1
weka.Bagging_HyperPipes(1)_I10
weka.Bagging_HyperPipes(1)_Wweka.classifiers.misc.HyperPipes

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
0.7875
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4607
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-414.2576
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2978
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_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.4919
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6244
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.6244
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0906
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3773
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0213
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1609.6035
UserCPU time millis
100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
60
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
40
Cross-validation details (10-fold Crossvalidation)