DEVELOPMENT... OpenML
Run
163463

Run 163463

Task 3658 (Supervised Classification) fri_c3_250_10 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
0.9538
Per class
F measure
0.8881
Per class
Kappa
0.7748
KB relative information score
190.4568
Mean absolute error
0.1194
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8882
Per class
Predictive accuracy
0.888
Prior entropy
0.9955
Recall
0.888
Per class
Relative absolute error
0.2403
Root mean prior squared error
0.4984
Root mean squared error
0.3011
Root relative squared error
0.6042
SciMark benchmark
942.1229
UserCPU time millis
40
UserCPU time millis training
40