DEVELOPMENT... OpenML
Run
145829

Run 145829

Task 57 (Supervised Classification) ionosphere 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
0.9236
Per class
F measure
0.9394
Per class
Kappa
0.867
KB relative information score
303.5567
Mean absolute error
0.0598
Mean prior absolute error
0.4604
Number of instances
351
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9415
Per class
Predictive accuracy
0.9402
Prior entropy
0.9425
Recall
0.9402
Per class
Relative absolute error
0.1299
Root mean prior squared error
0.4797
Root mean squared error
0.2446
Root relative squared error
0.5099
SciMark benchmark
1112.8112
UserCPU time millis
4080
UserCPU time millis testing
30
UserCPU time millis training
4050