DEVELOPMENT... OpenML
Run
163158

Run 163158

Task 143 (Supervised Classification) BNG(bridges_version2,nominal,1000000) 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
0.6438
Per class
F measure
0.4051
Per class
Kappa
0.2769
KB relative information score
205199.9058
Mean absolute error
0.2127
Mean prior absolute error
0.2509
Number of instances
1000000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3284
Per class
Predictive accuracy
0.5485
Prior entropy
2.3116
Recall
0.5485
Per class
Relative absolute error
0.8478
Root mean prior squared error
0.3542
Root mean squared error
0.3261
Root relative squared error
0.9207
SciMark benchmark
936.6206
UserCPU time millis
4140
UserCPU time millis testing
720
UserCPU time millis training
3420