DEVELOPMENT... OpenML
Run
165427

Run 165427

Task 3888 (Supervised Classification) grub-damage Uploaded 17-02-2015 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)_I160
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
0.769
Per class
F measure
0.7369
Per class
Kappa
0.3709
KB relative information score
56.5886
Mean absolute error
0.2618
Mean prior absolute error
0.4332
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7436
Per class
Predictive accuracy
0.7548
Prior entropy
0.9027
Recall
0.7548
Per class
Relative absolute error
0.6044
Root mean prior squared error
0.465
Root mean squared error
0.4705
Root relative squared error
1.0118
SciMark benchmark
940.2922
UserCPU time millis
40
UserCPU time millis training
40