DEVELOPMENT... OpenML
Run
163493

Run 163493

Task 3688 (Supervised Classification) houses Uploaded 16-02-2015 by Felicia West
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Flow

weka.MultiBoostAB_DecisionStump(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_DecisionStump(2)_C3
weka.MultiBoostAB_DecisionStump(2)_I40
weka.MultiBoostAB_DecisionStump(2)_P100
weka.MultiBoostAB_DecisionStump(2)_S1
weka.MultiBoostAB_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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
0.9953
Per class
F measure
0.9662
Per class
Kappa
0.9309
KB relative information score
19244.1834
Mean absolute error
0.0327
Mean prior absolute error
0.4907
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
0.9671
Per class
Predictive accuracy
0.9663
Prior entropy
0.9866
Recall
0.9663
Per class
Relative absolute error
0.0666
Root mean prior squared error
0.4953
Root mean squared error
0.175
Root relative squared error
0.3532
SciMark benchmark
938.2848
UserCPU time millis
2420
UserCPU time millis testing
50
UserCPU time millis training
2370