Run
454304

Run 454304

Task 91 (Learning Curve) pendigits Uploaded 02-06-2015 by Joaquin Vanschoren
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Flow

weka.LADTree(4)Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
weka.LADTree(4)_B10

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
0.9747 ± 0.0027
Per class
F measure
0.8122 ± 0.0137
Per class
Kappa
0.7926 ± 0.0148
KB relative information score
0.7589 ± 0.0099
Mean absolute error
0.0655 ± 0.0024
Mean prior absolute error
0.18 ± 0
Number of instances
109920
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8138 ± 0.0142
Per class
Predictive accuracy
0.8134 ± 0.0134
Prior entropy
3.3208 ± 0.0002
Recall
0.8134 ± 0.0134
Per class
Relative absolute error
0.3639 ± 0.0136
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.1686 ± 0.004
Root relative squared error
0.562 ± 0.0133
SciMark benchmark
937.6875
UserCPU time millis
8640
UserCPU time millis testing
20
UserCPU time millis training
8620