DEVELOPMENT... OpenML
Run
146240

Run 146240

Task 3687 (Supervised Classification) cal_housing 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
0.9017
Per class
F measure
0.9013
Per class
Kappa
0.7948
KB relative information score
16361.9965
Mean absolute error
0.0984
Mean prior absolute error
0.4824
Number of instances
20640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9013
Per class
Predictive accuracy
0.9016
Prior entropy
0.9745
Recall
0.9016
Per class
Relative absolute error
0.2041
Root mean prior squared error
0.4911
Root mean squared error
0.3127
Root relative squared error
0.6366
SciMark benchmark
770.3451
UserCPU time millis
420890
UserCPU time millis testing
6050
UserCPU time millis training
414840