DEVELOPMENT... OpenML
Run
7701

Run 7701

Task 57 (Supervised Classification) ionosphere Uploaded 22-05-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I40
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.967
Per class
F measure
0.925
Per class
Kappa
0.8356
KB relative information score
247.4327
Mean absolute error
0.147
Mean prior absolute error
0.4604
Number of instances
351
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9266
Per class
Predictive accuracy
0.9259
Prior entropy
0.9425
Recall
0.9259
Per class
Relative absolute error
0.3193
Root mean prior squared error
0.4797
Root mean squared error
0.254
Root relative squared error
0.5296
SciMark benchmark
948.5744[563.93167687387211015.7906865781697483.6674820550281911.48812543402991767.9939646936223]