DEVELOPMENT... OpenML
Run
24888

Run 24888

Task 2072 (Supervised Classification) covertype Uploaded 19-07-2014 by Felicia West
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Flow

weka.AdaBoostM1_IBk(1)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_IBk(1)_I80
weka.AdaBoostM1_IBk(1)_P100
weka.AdaBoostM1_IBk(1)_S1
weka.AdaBoostM1_IBk(1)_Wweka.classifiers.lazy.IBk
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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
0.8842
Per class
F measure
0.8354
Per class
Kappa
0.7458
KB relative information score
80675.6135
Mean absolute error
0.0463
Mean prior absolute error
0.1853
Number of instances
110393
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8363
Per class
Predictive accuracy
0.8346
Prior entropy
1.8698
Recall
0.8346
Per class
Relative absolute error
0.2499
Root mean prior squared error
0.3044
Root mean squared error
0.2123
Root relative squared error
0.6975
SciMark benchmark
945.0105[553.55145265954061013.6533323510344484.3219757802961911.80521739130441761.7204843045454]