DEVELOPMENT... OpenML
Run
146839

Run 146839

Task 3708 (Supervised Classification) house_8L Uploaded 01-02-2015 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)_I80
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
0.87
Per class
F measure
0.8888
Per class
Kappa
0.7297
KB relative information score
16351.646
Mean absolute error
0.1093
Mean prior absolute error
0.4168
Number of instances
22784
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8889
Per class
Predictive accuracy
0.8905
Prior entropy
0.8764
Recall
0.8905
Per class
Relative absolute error
0.2623
Root mean prior squared error
0.4565
Root mean squared error
0.3284
Root relative squared error
0.7195
SciMark benchmark
1174.6686
UserCPU time millis
508410
UserCPU time millis testing
6800
UserCPU time millis training
501610