DEVELOPMENT... OpenML
Run
145843

Run 145843

Task 5 (Supervised Classification) arrhythmia Uploaded 31-01-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AdaBoostM1_J48(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_J48(2)_I160
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.8139
Per class
F measure
0.7232
Per class
Kappa
0.6079
KB relative information score
253.3588
Mean absolute error
0.0313
Mean prior absolute error
0.0855
Number of instances
452
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7209
Per class
Predictive accuracy
0.75
Prior entropy
2.5222
Recall
0.75
Per class
Relative absolute error
0.3662
Root mean prior squared error
0.2055
Root mean squared error
0.1767
Root relative squared error
0.8598
SciMark benchmark
457.518
UserCPU time millis
85690
UserCPU time millis testing
530
UserCPU time millis training
85160