DEVELOPMENT... OpenML
Run
145976

Run 145976

Task 3589 (Supervised Classification) fri_c4_1000_25 Uploaded 31-01-2015 by Felicia West
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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
0.9143
Per class
F measure
0.9049
Per class
Kappa
0.8081
KB relative information score
806.6497
Mean absolute error
0.0955
Mean prior absolute error
0.4956
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.905
Per class
Predictive accuracy
0.905
Prior entropy
0.9936
Recall
0.905
Per class
Relative absolute error
0.1926
Root mean prior squared error
0.4978
Root mean squared error
0.3085
Root relative squared error
0.6197
SciMark benchmark
831.3777
UserCPU time millis
19290
UserCPU time millis testing
240
UserCPU time millis training
19050