Run
580090

Run 580090

Task 26 (Supervised Classification) nursery Uploaded 06-06-2016 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.AdaBoostM1_OneR(3)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.OneR(18)_B6
weka.AdaBoostM1_OneR(3)_P100
weka.AdaBoostM1_OneR(3)_S1
weka.AdaBoostM1_OneR(3)_I10
weka.AdaBoostM1_OneR(3)_Wweka.classifiers.rules.OneR

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
0.924
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8218
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7506
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5328.6732
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1877
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, 1.7.0_101, amd64, Linux, 3.13.0-86-generic]
Precision
0.8125
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8316
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.8316
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6874
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2643
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7152
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1936.395
UserCPU time millis
80
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
UserCPU time millis training
70
Cross-validation details (10-fold Crossvalidation)